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AI Engineering Projects

End-to-end AI systems, LLM applications, and RAG implementations

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Technologies & Tools

Python LangChain OpenAI Ollama ChromaDB Pinecone Hugging Face FastAPI Streamlit

Featured Projects

Credit Risk Scorecard Assistant

Credit Risk Scorecard Assistant

Pydantic AI GPT-4o-mini Streamlit

RAG-powered AI assistant for credit risk modelling — WoE, IV, PSI — with hybrid search and LLM-as-judge evaluation.

GitHub 📝 Read Article

AI Agent Framework

Completed

Multi-agent system with specialized agents for research, writing, and coding. Implements agent orchestration and tool-calling capabilities.

LangChain OpenAI Python Redis
GitHub 📝 Read Article

Fine-Tuned LLM for Domain Tasks

In Progress

Fine-tuned language model specialized for technical documentation generation. Uses LoRA for parameter-efficient fine-tuning on domain-specific data.

Hugging Face PyTorch LoRA Weights & Biases
GitHub 📝 Read Article

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