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krakken190/README.md

MasterHead

Hi πŸ‘‹, I'm Prajwal Dongre

ML Engineer β€’ GenAI Developer β€’ LLM & RAG Specialist

Coding

krakken190


πŸš€ About Me

I’m a Machine Learning & Generative AI Engineer with strong hands-on experience in LLMs, RAG pipelines, NLP, and Agentic AI systems.
I enjoy building production-grade AI systems β€” from model training to deployment β€” with a focus on scalability, accuracy, and real-world impact.


πŸ”­ What I’m Currently Working On

  • LLM-powered systems (RAG, semantic search, memory-augmented agents)
  • Agentic AI frameworks inspired by decentralized & blockchain-like coordination
  • End-to-end GenAI applications (FastAPI + LangChain + Vector DBs)

πŸ‘― Open to Collaborate On

  • LLMs, RAG, GenAI, Agentic AI
  • ML / Deep Learning / NLP
  • Research-oriented & production ML projects

πŸ’¬ Ask Me About

LLMs, RAG, LangChain, Vector Databases, Transformers, Prompt Engineering,
Python, PyTorch, ML System Design, Model Evaluation & Deployment


πŸ“« Reach Me


⚑ Fun Fact

I dream in algorithms and wake up with data-driven ideas πŸ’­πŸ“ˆ


🌐 Connect with Me


🧠 Core Expertise

  • Large Language Models (LLMs)
  • Retrieval-Augmented Generation (RAG)
  • NLP & Transformers
  • Vector Databases & Semantic Search
  • Prompt Engineering & Fine-Tuning
  • Agentic AI & Workflow Automation
  • Model Evaluation & Optimization

πŸ›  Languages & Tools

Frameworks & Platforms:
LangChain, FastAPI, Flask, Streamlit, Azure AI, AWS Bedrock, Supabase, Nginx

LLM Ecosystem:
ChatGPT, Claude, Gemini, OpenAI APIs, Vector DBs (FAISS / Pinecone-style)


πŸ“Œ Featured Projects

  • πŸ”Ž LLM-Based Web Search with Memory (RAG)
    Context-aware RAG system with memory integration, reducing hallucinations by 80%.

  • 🧠 Brain Tumor Classification (Deep Learning)
    CNN-based MRI classifier with 95%+ test precision.

  • πŸ“„ Resume Scorer & JD Tailoring (NLP)
    Automated resume scoring using embeddings & similarity metrics.


πŸ† Achievements

  • πŸ₯‡ Kaggle Expert – Global Top 1% (493 / 58,382)
  • πŸ₯‡ Rank 1 – Predicting User Travel Satisfaction (MachineHack)
  • πŸ“Š Published multiple Kaggle datasets with 100+ contributions

Β 

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