04 AKSHAIA SAI DIWAKAR
@04akshaiasaidiwakar
I build agentic RAG and LLM applications for reliable, domain-specific AI workflows.
What I'm looking for
I built an Agentic RAG chatbot at Goodbooks ERP that enables natural-language Q&A over multi-page BOM PDFs, replacing manual document lookup with OCR extraction and retrieval-augmented generation.
I fine-tuned Qwen2.5-1.5B using Unsloth and SFT to correct domain-specific factual errors, and used RAGAS evaluation metrics to improve retrieval, chunking, and prompt design. My work spans production backend services with FastAPI, LangGraph, PostgreSQL, Docker, and AWS.
I've also open-sourced 5+ end-to-end AI systems, including fine-tuning pipelines, local agentic RAG tools, an AI database copilot, and an MCP server for interoperable document Q&A.
Experience
Work history, roles, and key accomplishments
AI Developer Intern
Goodbooks ERP
Oct 2025 - Nov 2025 (1 month)
Built an Agentic RAG chatbot using LangGraph for natural-language Q&A over multi-page BOM PDFs via OCR and retrieval-augmented generation. Fine-tuned a local Qwen2.5-1.5B model with SFT to correct domain-specific errors and evaluated retrieval quality using RAGAS metrics.
Education
Degrees, certifications, and relevant coursework
Coimbatore Institute of Technology
Master of Science, Artificial Intelligence & Machine Learning
2023 -
Grade: 8.73 CGPA
Pursuing a Master of Science in Artificial Intelligence and Machine Learning with a current CGPA of 8.73.
Availability
Location
Authorized to work in
Portfolio
github.com/AkshaiaSaiJob categories
Skills
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