Aditya Kumar
@adityakumar27
I build production RAG systems, AI agents, and enterprise automation solutions.
What I'm looking for
I've built production-grade RAG and AI agent solutions at DotSolved System Inc., including an HR Knowledge Assistant that delivers document-grounded responses at scale. My work spans LangChain, LangGraph, ChromaDB, FAISS, LLM APIs, function calling, and MCP-based tool orchestration.
I fine-tuned BERT and Llama models with LoRA/PEFT, built real-time streaming AI experiences, and evaluated retrieval quality through correctness, groundedness, hallucination, and tool-call testing. I also delivered UiPath and Power Automate workflows that reduced manual effort by 60–70% across enterprise clients.
Currently, I train others in Generative AI, LLM frameworks, and prompt engineering through practical, production-focused learning modules.
Experience
Work history, roles, and key accomplishments
Gen AI
CFRSI
May 2026 - Present (3 months)
Conducts comprehensive training sessions on Generative AI concepts, LLM frameworks, n8n , makeand prompt engineering strategies. Designs curriculum and hands-on learning modules to empower individuals with production-grade AI development skills.Also build project on multi agents rag etc
AI AUTOMATION ENGINEER
dot solved system
Mar 2024 - Apr 2026 (2 years 1 month)
I build automation project for company as well as client.
Education
Degrees, certifications, and relevant coursework
Chennai University
Bachelor of Engineering, Computer Science Engineering
2020 - 2024
Grade: 8.7/10
Pursued a Bachelor of Engineering in Computer Science Engineering, achieving a CGPA of 8.7/10.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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