Im looking for a role where I can work on real world AI and Generative AI applications, continue learning new technologies, and contribute to impactful projects while growing as an AI Engineer.
MR
Open to opportunities
Manisha Ratnapur
@manisharatnapur
GenAI Engineer with 2+ years of experience in LLMs, RAG, NLP, Python, FastAPI, and AWS-based AI applications.
IndiaWhat I'm looking for
Data Scientist and Generative AI Engineer with 2+ years of experience building AI-powered applications using LLMs, RAG, NLP, Python, FastAPI, and AWS. Experienced in developing scalable backend systems, chatbots, and intelligent AI solutions for real-world business use cases. Passionate about Generative AI, problem-solving, and building impactful products using modern AI technologies.
Experience
Work history, roles, and key accomplishments
Current
Developed a GenAI Legal Assistant using RAG to parse and summarize 358 Indian Penal Code sections, converting unstructured HTML into structured text and enabling hybrid (semantic + keyword) retrieval. Built prompt pipelines with multi-query retrieval, self-querying, and re-ranking, and evaluated response quality using RAGAS with structured output validation via Pydantic.
Junior Data Scientist
Mphasis
Sep 2023 - Jul 2024 (10 months)
Built and deployed a GPT-3/GPT-4 banking chatbot that automated customer inquiries (balance, transactions, loan eligibility, branch details) and achieved 93.7% user satisfaction. Implemented transformer-based intent detection and entity recognition, RL-based multi-turn dialogue management, and secure JWT authentication with REST APIs for real-time data retrieval, alongside RAG for context-aware re
Education
Degrees, certifications, and relevant coursework
PW
Princeton Institute of Engineering for Women
Bachelor of Technology (B.Tech), Computer Science Engineering
2019 - 2023
Completed a Bachelor of Technology (B.Tech) in Computer Science Engineering at Princeton Institute of Engineering for Women, JNTUH, Hyderabad.
Availability
Open to opportunities
Location
IndiaAuthorized to work in
Salary expectations
1300k-1500k USD
Job categories
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