diff --git a/.idea/compiler.xml b/.idea/compiler.xml
new file mode 100644
index 0000000..b9ab542
--- /dev/null
+++ b/.idea/compiler.xml
@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="CompilerConfiguration">
+    <annotationProcessing>
+      <profile default="true" name="Default" enabled="true" />
+      <profile name="Maven default annotation processors profile" enabled="true">
+        <sourceOutputDir name="target/generated-sources/annotations" />
+        <sourceTestOutputDir name="target/generated-test-sources/test-annotations" />
+        <outputRelativeToContentRoot value="true" />
+        <module name="EZ-AI" />
+      </profile>
+    </annotationProcessing>
+  </component>
+  <component name="JavacSettings">
+    <option name="ADDITIONAL_OPTIONS_OVERRIDE">
+      <module name="EZ-AI" options="-parameters" />
+    </option>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/encodings.xml b/.idea/encodings.xml
index 63e9001..904f33e 100644
--- a/.idea/encodings.xml
+++ b/.idea/encodings.xml
@@ -1,6 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="Encoding">
+    <file url="file://$PROJECT_DIR$/java/src/main/java" charset="UTF-8" />
     <file url="file://$PROJECT_DIR$/src/main/java" charset="UTF-8" />
   </component>
 </project>
\ No newline at end of file
diff --git a/.idea/jarRepositories.xml b/.idea/jarRepositories.xml
new file mode 100644
index 0000000..712ab9d
--- /dev/null
+++ b/.idea/jarRepositories.xml
@@ -0,0 +1,20 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="RemoteRepositoriesConfiguration">
+    <remote-repository>
+      <option name="id" value="central" />
+      <option name="name" value="Central Repository" />
+      <option name="url" value="https://repo.maven.apache.org/maven2" />
+    </remote-repository>
+    <remote-repository>
+      <option name="id" value="central" />
+      <option name="name" value="Maven Central repository" />
+      <option name="url" value="https://repo1.maven.org/maven2" />
+    </remote-repository>
+    <remote-repository>
+      <option name="id" value="jboss.community" />
+      <option name="name" value="JBoss Community repository" />
+      <option name="url" value="https://repository.jboss.org/nexus/content/repositories/public/" />
+    </remote-repository>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/jpa-buddy-datasource.xml b/.idea/jpa-buddy-datasource.xml
new file mode 100644
index 0000000..e4e32c3
--- /dev/null
+++ b/.idea/jpa-buddy-datasource.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="JpbDataSourceConfig">
+    <data-sources>
+      <data-source id="e11f86be-bb27-4ec6-b0f4-41a3a93f95ba" name="EzAiDB" url="jdbc:postgresql://localhost:5432/EzAiDB" driverClass="org.postgresql.Driver" />
+    </data-sources>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/jpa-buddy.xml b/.idea/jpa-buddy.xml
new file mode 100644
index 0000000..d091249
--- /dev/null
+++ b/.idea/jpa-buddy.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="JpaBuddyIdeaProjectConfig" ddlActionDbType="postgres">
+    <option name="defaultUnitInitialized" value="true" />
+    <option name="renamerInitialized" value="true" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000..0420987
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,16 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ExternalStorageConfigurationManager" enabled="true" />
+  <component name="MavenProjectsManager">
+    <option name="originalFiles">
+      <list>
+        <option value="$PROJECT_DIR$/java/pom.xml" />
+      </list>
+    </option>
+    <option name="workspaceImportForciblyTurnedOn" value="true" />
+  </component>
+  <component name="ProjectRootManager" version="2" languageLevel="JDK_21" default="true" project-jdk-name="openjdk-21" project-jdk-type="JavaSDK" />
+  <component name="ProjectType">
+    <option name="id" value="jpab" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..8306744
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/Pipfile b/Pipfile
index 30ef889..9f92708 100644
--- a/Pipfile
+++ b/Pipfile
@@ -6,8 +6,13 @@ verify_ssl = true
 [dev-packages]
 
 [packages]
+numpy = "*"
 flask = "*"
+keras = "*"
+tensorflow = "*"
 boto3 = "*"
+pillow = "*"
+mypy-boto3-s3 = "*"
 
 [requires]
-python_version = "3.8"
+python_version = "3.11"
diff --git a/Pipfile.lock b/Pipfile.lock
index 00181bf..380cbeb 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,11 +1,11 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "3fcf781260274203e3b23bb5eeeb85c1f160f84aa94442dd5b7d0c8c637ace1d"
+            "sha256": "197259c69ff15de0267afe3cb88ad6bc5ed9b61d3d1bf9bb250d3991a8558655"
         },
         "pipfile-spec": 6,
         "requires": {
-            "python_version": "3.8"
+            "python_version": "3.11"
         },
         "sources": [
             {
@@ -16,6 +16,21 @@
         ]
     },
     "default": {
+        "absl-py": {
+            "hashes": [
+                "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308",
+                "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==2.1.0"
+        },
+        "astunparse": {
+            "hashes": [
+                "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872",
+                "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"
+            ],
+            "version": "==1.6.3"
+        },
         "blinker": {
             "hashes": [
                 "sha256:c3f865d4d54db7abc53758a01601cf343fe55b84c1de4e3fa910e420b438d5b9",
@@ -26,19 +41,132 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:1efc02be786884034d503d59c018cf7650d0cff9fcb37cd2eb49b802a6fe6111",
-                "sha256:8ca248cc84e7e859e4e276eb9c4309fa01a3e58473bf48d6c33448be870c2bb8"
+                "sha256:2c96f6a4e9ce2f4d31fc7ab47a2b3a1808063fa3837d7d8548eb2031380f7498",
+                "sha256:364f942d38da283031cde08c46c9282129fd9ebf96fa244f2709886c31ccd49a"
             ],
             "index": "pypi",
-            "version": "==1.34.17"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.34.23"
         },
         "botocore": {
             "hashes": [
-                "sha256:7272c39032c6f1d62781e4c8445d9a1d9140c2bf52ba7ee66bf6db559c4b2427",
-                "sha256:e48a662f3a6919219276b55085e8f73c3347966675f55e9d448be30cf79678ee"
+                "sha256:1980411306593bbc2b0cd9b8d1dcacbd418b758077b82f68b932070ad902cfe9",
+                "sha256:898fa169679782f396613f50a88b9b033845625c931275832063266110ea4297"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.17"
+            "version": "==1.34.23"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:086ee420196f7b2ab9ca2db2520aca326318b68fe5ba8bc4d49cca91add450f2",
+                "sha256:861f35a13a451f94e301ce2bec7cac63e881232ccce7ed67fab9b5df4d3beaa1"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==5.3.2"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1",
+                "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2023.11.17"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027",
+                "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087",
+                "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786",
+                "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8",
+                "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09",
+                "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185",
+                "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574",
+                "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e",
+                "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519",
+                "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898",
+                "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269",
+                "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3",
+                "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f",
+                "sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6",
+                "sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8",
+                "sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a",
+                "sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73",
+                "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc",
+                "sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714",
+                "sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2",
+                "sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc",
+                "sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce",
+                "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d",
+                "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e",
+                "sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6",
+                "sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269",
+                "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96",
+                "sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d",
+                "sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a",
+                "sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4",
+                "sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77",
+                "sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d",
+                "sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0",
+                "sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed",
+                "sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068",
+                "sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac",
+                "sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25",
+                "sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8",
+                "sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab",
+                "sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26",
+                "sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2",
+                "sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db",
+                "sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f",
+                "sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5",
+                "sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99",
+                "sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c",
+                "sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d",
+                "sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811",
+                "sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa",
+                "sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a",
+                "sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03",
+                "sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b",
+                "sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04",
+                "sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c",
+                "sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001",
+                "sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458",
+                "sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389",
+                "sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99",
+                "sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985",
+                "sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537",
+                "sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238",
+                "sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f",
+                "sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d",
+                "sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796",
+                "sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a",
+                "sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143",
+                "sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8",
+                "sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c",
+                "sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5",
+                "sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5",
+                "sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711",
+                "sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4",
+                "sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6",
+                "sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c",
+                "sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7",
+                "sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4",
+                "sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b",
+                "sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae",
+                "sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12",
+                "sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c",
+                "sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae",
+                "sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8",
+                "sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887",
+                "sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b",
+                "sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4",
+                "sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f",
+                "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5",
+                "sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33",
+                "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519",
+                "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561"
+            ],
+            "markers": "python_full_version >= '3.7.0'",
+            "version": "==3.3.2"
         },
         "click": {
             "hashes": [
@@ -50,19 +178,150 @@
         },
         "flask": {
             "hashes": [
-                "sha256:21128f47e4e3b9d597a3e8521a329bf56909b690fcc3fa3e477725aa81367638",
-                "sha256:cfadcdb638b609361d29ec22360d6070a77d7463dcb3ab08d2c2f2f168845f58"
+                "sha256:6489f51bb3666def6f314e15f19d50a1869a19ae0e8c9a3641ffe66c77d42403",
+                "sha256:ca631a507f6dfe6c278ae20112cea3ff54ff2216390bf8880f6b035a5354af13"
             ],
             "index": "pypi",
-            "version": "==3.0.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.0.1"
+        },
+        "flatbuffers": {
+            "hashes": [
+                "sha256:9ea1144cac05ce5d86e2859f431c6cd5e66cd9c78c558317c7955fb8d4c78d89",
+                "sha256:c0ff356da363087b915fde4b8b45bdda73432fc17cddb3c8157472eab1422ad1"
+            ],
+            "version": "==23.5.26"
+        },
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@@ -162,6 +663,30 @@
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@@ -170,6 +695,14 @@
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+                "sha256:60db23fa423575eeb65ea430cee741acb7c26a1365d103f7b0f6ec412b893853",
+                "sha256:642c2e7a804fcf18c222e1060df25fc210b9c58db7c91416fb055897fc27e8cc",
+                "sha256:6447e9f3ba72f8e2b985a1da758767698efa72723d5b59accefd716e9e8272bf",
+                "sha256:6a9a25751acb379b466ff6be78a315e2b439d4c94c1e99cb7266d40a537995d3",
+                "sha256:6b1a564e6cb69922c7fe3a678b9f9a3c54e72b469875aa8018f18b4d1dd1adf3",
+                "sha256:6d323e1554b3d22cfc03cd3243b5bb815a51f5249fdcbb86fda4bf62bab9e164",
+                "sha256:6e743de5e9c3d1b7185870f480587b75b1cb604832e380d64f9504a0535912d1",
+                "sha256:709fe01086a55cf79d20f741f39325018f4df051ef39fe921b1ebe780a66184c",
+                "sha256:7b7c050ae976e286906dd3f26009e117eb000fb2cf3533398c5ad9ccc86867b1",
+                "sha256:7d2872609603cb35ca513d7404a94d6d608fc13211563571117046c9d2bcc3d7",
+                "sha256:7ef58fb89674095bfc57c4069e95d7a31cfdc0939e2a579882ac7d55aadfd2a1",
+                "sha256:80bb5c256f1415f747011dc3604b59bc1f91c6e7150bd7db03b19170ee06b320",
+                "sha256:81b19725065dcb43df02b37e03278c011a09e49757287dca60c5aecdd5a0b8ed",
+                "sha256:833b58d5d0b7e5b9832869f039203389ac7cbf01765639c7309fd50ef619e0b1",
+                "sha256:88bd7b6bd70a5b6803c1abf6bca012f7ed963e58c68d76ee20b9d751c74a3248",
+                "sha256:8ad85f7f4e20964db4daadcab70b47ab05c7c1cf2a7c1e51087bfaa83831854c",
+                "sha256:8c0ce1e99116d5ab21355d8ebe53d9460366704ea38ae4d9f6933188f327b456",
+                "sha256:8d649d616e5c6a678b26d15ece345354f7c2286acd6db868e65fcc5ff7c24a77",
+                "sha256:903500616422a40a98a5a3c4ff4ed9d0066f3b4c951fa286018ecdf0750194ef",
+                "sha256:9736af4641846491aedb3c3f56b9bc5568d92b0692303b5a305301a95dfd38b1",
+                "sha256:988635d122aaf2bdcef9e795435662bcd65b02f4f4c1ae37fbee7401c440b3a7",
+                "sha256:9cca3c2cdadb362116235fdbd411735de4328c61425b0aa9f872fd76d02c4e86",
+                "sha256:9e0fd32e0148dd5dea6af5fee42beb949098564cc23211a88d799e434255a1f4",
+                "sha256:9f3e6f9e05148ff90002b884fbc2a86bd303ae847e472f44ecc06c2cd2fcdb2d",
+                "sha256:a85d2b46be66a71bedde836d9e41859879cc54a2a04fad1191eb50c2066f6e9d",
+                "sha256:a9008dad07d71f68487c91e96579c8567c98ca4c3881b9b113bc7b33e9fd78b8",
+                "sha256:a9a52172be0b5aae932bef82a79ec0a0ce87288c7d132946d645eba03f0ad8a8",
+                "sha256:aa31fdcc33fef9eb2552cbcbfee7773d5a6792c137b359e82879c101e98584c5",
+                "sha256:acae32e13a4153809db37405f5eba5bac5fbe2e2ba61ab227926a22901051c0a",
+                "sha256:b014c23646a467558be7da3d6b9fa409b2c567d2110599b7cf9a0c5992b3b471",
+                "sha256:b21bb4c09ffabfa0e85e3a6b623e19b80e7acd709b9f91452b8297ace2a8ab00",
+                "sha256:b5901a312f4d14c59918c221323068fad0540e34324925c8475263841dbdfe68",
+                "sha256:b9b7a708dd92306328117d8c4b62e2194d00c365f18eff11a9b53c6f923b01e3",
+                "sha256:d1967f46ea8f2db647c786e78d8cc7e4313dbd1b0aca360592d8027b8508e24d",
+                "sha256:d52a25136894c63de15a35bc0bdc5adb4b0e173b9c0d07a2be9d3ca64a332735",
+                "sha256:d77c85fedff92cf788face9bfa3ebaa364448ebb1d765302e9af11bf449ca36d",
+                "sha256:d79d7d5dc8a32b7093e81e97dad755127ff77bcc899e845f41bf71747af0c569",
+                "sha256:dbcda74c67263139358f4d188ae5faae95c30929281bc6866d00573783c422b7",
+                "sha256:ddaea91abf8b0d13443f6dac52e89051a5063c7d014710dcb4d4abb2ff811a59",
+                "sha256:dee0ce50c6a2dd9056c20db781e9c1cfd33e77d2d569f5d1d9321c641bb903d5",
+                "sha256:dee60e1de1898bde3b238f18340eec6148986da0455d8ba7848d50470a7a32fb",
+                "sha256:e2f83e18fe2f4c9e7db597e988f72712c0c3676d337d8b101f6758107c42425b",
+                "sha256:e3fb1677c720409d5f671e39bac6c9e0e422584e5f518bfd50aa4cbbea02433f",
+                "sha256:ecee4132c6cd2ce5308e21672015ddfed1ff975ad0ac8d27168ea82e71413f55",
+                "sha256:ee2b1b1769f6707a8a445162ea16dddf74285c3964f605877a20e38545c3c462",
+                "sha256:ee6acae74a2b91865910eef5e7de37dc6895ad96fa23603d1d27ea69df545015",
+                "sha256:ef3f72c9666bba2bab70d2a8b79f2c6d2c1a42a7f7e2b0ec83bb2f9e383950af"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==1.14.1"
         }
     },
     "develop": {}
diff --git a/Resources.md b/Resources.md
index 75bd686..566c5f7 100644
--- a/Resources.md
+++ b/Resources.md
@@ -4,4 +4,5 @@
 - [Flask Quickstart](https://flask.palletsprojects.com/en/2.3.x/quickstart/https://flask.palletsprojects.com/en/2.3.x/quickstart/)
 
 ## Database
-- [Use PostgreSQL with Flask](https://www.digitalocean.com/community/tutorials/how-to-use-a-postgresql-database-in-a-flask-application)
\ No newline at end of file
+- [Use PostgreSQL with Flask](https://www.digitalocean.com/community/tutorials/how-to-use-a-postgresql-database-in-a-flask-application)
+- [Flask ORM can read tables it did not create](https://www.reddit.com/r/flask/comments/5n6v3t/af_trying_to_connect_to_external_readonly_db_how/)
\ No newline at end of file
diff --git a/java/pom.xml b/java/pom.xml
index b5274dc..ae18de6 100644
--- a/java/pom.xml
+++ b/java/pom.xml
@@ -12,7 +12,7 @@
 	<artifactId>EZ-AI</artifactId>
 	<version>0.0.1-SNAPSHOT</version>
 	<name>EZ-AI</name>
-	<description>Demo project for Spring Boot</description>
+	<description>EZ-AI Spring Boot</description>
 	<properties>
 		<java.version>21</java.version>
 	</properties>
@@ -25,7 +25,6 @@
 			<groupId>org.springframework.kafka</groupId>
 			<artifactId>spring-kafka</artifactId>
 		</dependency>
-
 		<dependency>
 			<groupId>org.postgresql</groupId>
 			<artifactId>postgresql</artifactId>
@@ -46,8 +45,14 @@
 			<artifactId>spring-kafka-test</artifactId>
 			<scope>test</scope>
 		</dependency>
+		<dependency>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-starter-data-jpa</artifactId>
+		</dependency>
+
 	</dependencies>
 
+
 	<build>
 		<plugins>
 			<plugin>
diff --git a/java/src/main/java/com/ezai/EZAI/EzAiApplication.java b/java/src/main/java/com/ezai/EZAI/EzAiApplication.java
index ff9906a..05bd953 100644
--- a/java/src/main/java/com/ezai/EZAI/EzAiApplication.java
+++ b/java/src/main/java/com/ezai/EZAI/EzAiApplication.java
@@ -2,6 +2,8 @@
 
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
+import org.springframework.context.annotation.Bean;
+import org.springframework.web.client.RestTemplate;
 
 @SpringBootApplication
 public class EzAiApplication {
@@ -10,4 +12,9 @@ public static void main(String[] args) {
 		SpringApplication.run(EzAiApplication.class, args);
 	}
 
+	@Bean
+	public RestTemplate getRestTemplate() {
+		return new RestTemplate();
+	}
+
 }
diff --git a/java/src/main/java/com/ezai/EZAI/controller/EzAiController.java b/java/src/main/java/com/ezai/EZAI/controller/EzAiController.java
new file mode 100644
index 0000000..0622ab6
--- /dev/null
+++ b/java/src/main/java/com/ezai/EZAI/controller/EzAiController.java
@@ -0,0 +1,17 @@
+package com.ezai.EZAI.controller;
+
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.client.RestTemplate;
+
+@RestController
+public class EzAiController {
+    @Autowired
+    RestTemplate restTemplate;
+
+    @RequestMapping("/test")
+    public String testMethod() {
+        return "Pass";
+    }
+}
diff --git a/java/src/main/java/com/ezai/EZAI/controller/UserController.java b/java/src/main/java/com/ezai/EZAI/controller/UserController.java
new file mode 100644
index 0000000..284d952
--- /dev/null
+++ b/java/src/main/java/com/ezai/EZAI/controller/UserController.java
@@ -0,0 +1,43 @@
+package com.ezai.EZAI.controller;
+
+import com.ezai.EZAI.entity.User;
+import com.ezai.EZAI.repository.UserRepo;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.http.MediaType;
+import org.springframework.http.ResponseEntity;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.client.RestTemplate;
+
+import static org.springframework.web.bind.annotation.RequestMethod.GET;
+import static org.springframework.web.bind.annotation.RequestMethod.POST;
+
+@RestController
+@RequestMapping("/user")
+public class UserController {
+    @Autowired
+    RestTemplate restTemplate;
+
+    private final UserRepo userRepo;
+
+    public UserController(UserRepo userRepo) {
+        this.userRepo = userRepo;
+    }
+
+    @RequestMapping(method = {GET}, path = "/retrieveAll")
+    public ResponseEntity getAllUsers(){
+        return ResponseEntity.ok(this.userRepo.findAll());
+    }
+
+    @RequestMapping(method = {GET}, path = "/retrieve")
+    public ResponseEntity getByEmail(@RequestParam String email){
+        return ResponseEntity.ok(this.userRepo.findByEmail(email));
+    }
+
+    @RequestMapping(method = {POST}, path = "/add", produces = MediaType.APPLICATION_JSON_VALUE)
+    public void addUser(@RequestBody User user){
+        userRepo.save(user);
+    }
+}
diff --git a/java/src/main/java/com/ezai/EZAI/entity/User.java b/java/src/main/java/com/ezai/EZAI/entity/User.java
new file mode 100644
index 0000000..8e529dd
--- /dev/null
+++ b/java/src/main/java/com/ezai/EZAI/entity/User.java
@@ -0,0 +1,30 @@
+package com.ezai.EZAI.entity;
+
+import jakarta.persistence.Entity;
+import jakarta.persistence.Id;
+import jakarta.persistence.Table;
+import lombok.Getter;
+import lombok.Setter;
+
+@Setter
+@Getter
+@Entity(name = "User")
+@Table(name = "users")
+public class User {
+    @Id
+    private String email;
+    private String firstName;
+    private String lastName;
+    private String info;
+
+    public User() {
+    }
+
+    public User(String email, String firstName, String lastName, String info) {
+        this.email = email;
+        this.firstName = firstName;
+        this.lastName = lastName;
+        this.info = info;
+    }
+
+}
diff --git a/java/src/main/java/com/ezai/EZAI/repository/UserRepo.java b/java/src/main/java/com/ezai/EZAI/repository/UserRepo.java
new file mode 100644
index 0000000..739eeb6
--- /dev/null
+++ b/java/src/main/java/com/ezai/EZAI/repository/UserRepo.java
@@ -0,0 +1,10 @@
+package com.ezai.EZAI.repository;
+
+import com.ezai.EZAI.entity.User;
+import org.springframework.data.jpa.repository.JpaRepository;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface UserRepo extends JpaRepository<User, String> {
+    User findByEmail(String email);
+}
diff --git a/java/src/main/resources/application.properties b/java/src/main/resources/application.properties
index 8b13789..f9891a8 100644
--- a/java/src/main/resources/application.properties
+++ b/java/src/main/resources/application.properties
@@ -1 +1,6 @@
-
+spring.datasource.url = jdbc:postgresql://localhost:5432/EzAiDB
+spring.datasource.username = postgres
+spring.datasource.password = ${POSTGRES_PASSWORD}
+spring.jpa.properties.hibernate,dialect = org.hibernate.dialect.PostgreSQLDialect
+spring.jpa.hibernate.ddl-auto = update
+spring.jpa.show-sql = true
\ No newline at end of file
diff --git a/ml_backend/app.py b/ml_backend/app.py
index 6f45da7..847ec87 100644
--- a/ml_backend/app.py
+++ b/ml_backend/app.py
@@ -17,3 +17,14 @@ def upload():
     source_path = "tmp/dummy.keras"
     s3_destination_path = "models/01/dummy.keras"
     return utils.upload_to_s3(app, source_path, s3_destination_path)
+
+@app.route("/get_images")
+def get_image():
+    images, labels = utils.get_images_and_labels_from_s3(app, 1)
+    print(len(images))
+    print(len(labels))
+
+    print(images[0])
+    print(labels[0])
+
+    return "<p>Success!</p>"
\ No newline at end of file
diff --git a/ml_backend/utils.py b/ml_backend/utils.py
index d898423..62fe4ff 100644
--- a/ml_backend/utils.py
+++ b/ml_backend/utils.py
@@ -1,18 +1,110 @@
 import boto3
+import io
+import numpy as np
+import numpy.typing as npt
+from flask import Flask
+from keras.preprocessing.image import img_to_array, load_img
+from mypy_boto3_s3.client import S3Client
+from PIL import UnidentifiedImageError
+from typing import List, Tuple
 
-def upload_to_s3(app, source_path, s3_destination_path):
+RESIZE_IMAGE_HEIGHT = 300
+RESIZE_IMAGE_WIDTH = 300
+
+
+def upload_to_s3(app: Flask, source_path: str, s3_destination_path: str):
     """
     app: The flask app, has s3 config store in app.config
     source_path: relative to py file
     s3_destination_path: absolute path in s3 bucket
     """
-    s3_client = boto3.client('s3', aws_access_key_id=app.config['S3_KEY'],
-                             aws_secret_access_key=app.config['S3_SECRET'])
+    s3_client = boto3.client(
+        "s3",
+        aws_access_key_id=app.config["S3_KEY"],
+        aws_secret_access_key=app.config["S3_SECRET"],
+    )
 
     try:
-        with open(source_path, 'rb') as f:
-            s3_client.upload_fileobj(f, app.config['S3_BUCKET'], s3_destination_path)
+        with open(source_path, "rb") as f:
+            s3_client.upload_fileobj(f, app.config["S3_BUCKET"], s3_destination_path)
         return "Upload Succeeded"
     except (ClientError, FileNotFoundError) as e:
         print(e)
-        return "Upload Failed"
\ No newline at end of file
+        return "Upload Failed"
+
+
+def get_images_and_labels_from_s3(
+    app: Flask, dataset_id: int
+) -> Tuple[List[npt.NDArray[np.float64]], List[str]]:
+    """
+    app: The Flask app
+    dataset_id: The ID of the dataset
+
+    returns tuple of list of image np arrays and list of labels
+    """
+    s3_client = boto3.client(
+        "s3",
+        aws_access_key_id=app.config["S3_KEY"],
+        aws_secret_access_key=app.config["S3_SECRET"],
+    )
+
+    prefix = f"datasets/{dataset_id}/"
+    files = list_files_in_dataset(s3_client, app.config["S3_BUCKET"], dataset_id)
+
+    images = []
+    labels = []
+
+    for file in files:
+        s3_path = prefix + file
+        label = file.split("/")[0]
+
+        try:
+            images.append(fetch_image(s3_client, app.config["S3_BUCKET"], s3_path))
+            labels.append(label)
+        except UnidentifiedImageError:
+            continue
+
+    return images, labels
+
+
+def list_files_in_dataset(
+    s3_client: S3Client, s3_bucket: str, dataset_id: int
+) -> List[str]:
+    """
+    s3_client: The S3 client
+    s3_bucket: The S3 bucket
+    dataset_id: The ID of the dataset
+
+    returns list of strings of format 'label/filename'
+    """
+    res = []
+
+    prefix = f"datasets/{dataset_id}/"
+    paginator = s3_client.get_paginator("list_objects")
+    operation_parameters = {"Bucket": s3_bucket, "Prefix": prefix}
+    page_iterator = paginator.paginate(**operation_parameters)
+    for page in page_iterator:
+        for entry in page["Contents"]:
+            res.append(entry["Key"].replace(prefix, ""))
+
+    return res
+
+
+def fetch_image(
+    s3_client: S3Client, s3_bucket: str, s3_source_path: str
+) -> npt.NDArray[np.float64]:
+    """
+    s3_client: The S3 client
+    s3_bucket: The S3 bucket
+    s3_source_path: The path of the image in s3
+
+    returns numpy array of image
+    """
+    response = s3_client.get_object(Bucket=s3_bucket, Key=s3_source_path)
+    img = load_img(
+        io.BytesIO(response["Body"].read()),
+        target_size=(RESIZE_IMAGE_HEIGHT, RESIZE_IMAGE_WIDTH),
+    )
+    # img.show()
+    np_arr = img_to_array(img)
+    return np_arr