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mayankmehta8/README.md

πŸ‘‹ Hi, I’m Mayank Mehta

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πŸš€ AI & Data Science Engineer | Location Intelligence Enthusiast | Generative AI Explorer

I build intelligent systems that combine Machine Learning, Generative AI, and Location Intelligence to solve real-world problems.
With 3+ years of hands-on experience in ML/DL, MLOps, and full-stack deployments, I’ve delivered end-to-end projects ranging from financial forecasting to spatial analytics.


🧠 About Me

  • πŸŽ“ Pursuing B.E. Artificial Intelligence and Data Science (Honors) at MMCOE (SPPU).
  • πŸ’‘ Passionate about Generative AI, GIS, and Intelligent Automation.
  • πŸ›  Skilled in Python, PyTorch, LangChain, SQL, Docker, AWS EC2, BigQuery, MLflow.
  • 🌏 Love applying location intelligence to business expansion and optimization problems.
  • 🀝 Open to collaborations in AI, MLOps, and real-world data-driven products.

⚑ Tech Stack

Languages:
Python SQL JavaScript

ML/DL:
PyTorch TensorFlow scikit-learn Transformers

Data Tools:
Pandas NumPy Matplotlib GeoPandas

MLOps & Deployment:
Docker MLflow DVC AWS

Databases:
PostgreSQL MySQL BigQuery


πŸš€ Highlighted Projects

πŸ”Ή Interior Design Recommender (GenAI)
Fine-tuned Stable Diffusion with curated datasets & ControlNet for layout-preserving generative recommendations.

πŸ”Ή [Food Business Expansion System] Location intelligence tool for restaurants using QGIS, Scrapy, Selenium, ML models β€” reduced scouting time by 70%.

πŸ”Ή Ayurveda Chatbot
Built a RAG-based chatbot with LangChain + FAISS, deployed with Gradio.

πŸ”Ή Stock Market Forecaster
Automated pipelines with yfinance + cron jobs. Compared LSTM, Transformer, xLSTM and deployed best on Streamlit.

πŸ”Ή House Price Prediction
End-to-end ML workflow with DVC + MLflow + Docker, deployed on AWS EC2.


πŸ“ˆ Work Experience

  • Data Analytics Intern @ Dista Technologies (2024)
    Delivered a geo-analytics product with ML + spatial data in BigQuery, improving franchise expansion decisions.

  • Software Development Intern @ Pixaflip Technologies (2022-24)

    • Improved SQL query efficiency by 40%.
    • Integrated QR-based attendance system.
    • Closed client deals with ML prototypes.
  • Corporate Relations Manager @ AIESEC Pune (2023-24)
    Built 3+ corporate partnerships and facilitated international onboarding.


🎯 Certifications

  • πŸ… Supervised Machine Learning (Coursera)
  • πŸ… Complete Python Bootcamp (Udemy)

🌱 Currently Exploring

  • Generative AI (ControlNet, SDXL, multimodal AI)
  • Swarm Intelligence & Evolutionary Computing
  • AI Agents with LangChain

πŸ“Š GitHub Stats

Mayank’s GitHub stats
Top Langs


✨ I believe in using AI to create practical, impactful solutions β€” from smarter business decisions to creative design assistance.

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