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Isha Roy

AI Engineer | RAG · LLM · LangChain · Python · ML · Generative AI · Data Science · NLP · FastAPI · Docker · React · SQL · C++ · DSA | Built RAG Chatbot | Amazon HackOn S5 | NIT Agartala EE ’27 | Open to AI/DS/SDE

Jirania

Isha’s AI Stack

aistudio
aistudio
claude code
claude code
midjourney
midjourney
perplexity
perplexity

Education

National institute of technology Agartala

Bachelor of Technology - BTech

National institute of technology Agartala

20234 yrs2027

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Headline

AI Engineer | RAG · LLM · LangChain · Python · ML · Generative AI · Data Science · NLP · FastAPI · Docker · React · SQL · C++ · DSA | Built RAG Chatbot | Amazon HackOn S5 | NIT Agartala EE ’27 | Open to AI/DS/SDE

About

Final year B.Tech (Electrical Engineering) student at NIT Agartala, graduating May 2027. Available to join immediately for full-time roles. I build production-grade AI systems — not just notebooks. My core work is in Generative AI, LLMs, and RAG pipelines, with hands-on experience shipping full-stack applications using FastAPI, React, Docker, and LangChain. Beyond AI, I have a strong foundation in Data Structures & Algorithms (200+ problems on LeetCode in C++ and MySQL) and frontend development — building responsive interfaces with React.js, HTML, and CSS integrated with backend APIs. Key projects: → RAG Chatbot (deployed via Docker Compose) — multi-provider LLM support (GPT-4, Gemini, Llama 3.2), async document processing, ChromaDB vector store, adopted by NIT Agartala students for exam prep → AI Voice Assistant — speech recognition + TTS, real-time web scraping, multi-threaded Python desktop app Stack: Python · C++ · FastAPI · LangChain · OpenAI API · Gemini API · ChromaDB · React · Docker · PostgreSQL Selected for Amazon HackOn Season 5. 200+ LeetCode problems solved. Core member, GDSC NIT Agartala. Open to full-time roles in Generative AI, LLM Engineering, ML Engineering, Backend or Fullstack (AI-focused). Open to relocate anywhere in India or internationally, and available for remote work globally.

Location

Jirania

AI stack

aistudio

claude code

midjourney

perplexity

Education

Bachelor of Technology - BTech, National institute of technology Agartala

Isha Roy - AI Engineer | RAG · LLM · LangChain · Python · ML · Generative AI · Data Science · NLP · FastAPI · Docker · React · SQL · C++ · DSA | Built RAG Chatbot | Amazon HackOn S5 | NIT Agartala EE ’27 | Open to AI/DS/SDE in Jirania | Tal