Manu Kariyappanavar
@manukariyappanavar
I build healthcare AI and analytics solutions using RAG, NLP, and Python.
IndiaWhat I'm looking for
At KPMG India, I build healthcare AI and analytics solutions that turn structured and unstructured medical data into operational insights. I design SQL-driven workflows and Intelligent Content Processing solutions that achieved 95% accuracy for healthcare insurance clients.
I develop Generative AI and RAG architectures for medical-record analysis, summarization, and provider appeal-letter generation. My work combines Python, FastAPI, LLMs, OCR, NLP, embeddings, cosine similarity, and prompt engineering into scalable production services.
I've deployed AI solutions across AWS cloud environments, automated data pipelines, and led a team of four engineers through technical design, code reviews, and delivery. I also use EDA and data mining to uncover trends that support better decisions and continuous model improvement.
Experience
Work history, roles, and key accomplishments
Architected end-to-end project workflows for structured and unstructured data, leveraging SQL and KPI-driven analytics. Developed and deployed Intelligent Content Processing solutions and GenAI/RAG-based architectures for healthcare clients.
Enhanced healthcare domain expertise through collaboration with operations teams. Developed automated solutions that reduced manual effort for data extraction, transformation, and loading processes by 50%.
Education
Degrees, certifications, and relevant coursework
Presidency University, Bangalore
Bachelor of Engineering, Computer Science and Cyber Security
2021 - 2025
Grade: CGPA: 7.49
Pursued a Bachelor of Engineering in Computer Science and Cyber Security, achieving a CGPA of 7.49.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Skills
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