Prasanna Kumar
Associate AI Architect
Coimbatore, Tamil Nadu, India
Summary
👤
Senior🎓
Top SchoolPrasanna Kumar is an Associate AI Architect with eight years of experience building production-ready conversational AI and retrieval-augmented generation (RAG) systems. He has led end-to-end RAG platform development—covering LLM serving, vector databases, embeddings, multimodal document loaders, and deployment with Docker—while implementing security features like role-based access and PII masking. Previously he progressed from NLP and research roles into senior conversational AI engineering, shipping optimized deployments and experimenting with fine-tuning techniques such as QLoRA, LoRA, and DPO. Based in Coimbatore, he combines hands-on model engineering with community leadership from his time as Dean at the School of AI and shares technical insights on his blog. An uncommon strength is his focus on practical guardrails and caching for fast, secure inference, reflecting a product-minded approach to applied ML.
8 years of coding experience
8 years of employment as a software developer
Bachelor's degree Computer Science, Bachelor's degree Computer Science at Velammal Institute Of Technology
Telugu, English, Tamil
Stackoverflow
49reputation
35kreached
2answers
0questions
Github Skills (154)
fastapi10
python10
json-schema10
swagger10
openapi10
async10
swagger-ui10
api10
rest10
llmops10
gpt10
json10
llama10
amd10
redoc10
Programming languages (8)
Github contributions (5)
VpkPrasanna/fastapi_Demo
May 2020 - Apr 2021
Contributions:5 commits, 7 pushes, 1 branch in 10 months
VpkPrasanna/VpkPrasanna
Jul 2020 - Jan 2024
Contributions:14 pushes, 1 branch in 3 years 6 months
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