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AI Engineer with 2+ years in LLM applications, RAG, and agentic systems using LangGraph, OpenAI/Groq
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Assessing your cultural and operational fit
AI/ML Engineer specializing in LLM applications, RAG, and agentic systems for document understanding and voice assistants using LangGraph, OpenAI/Groq, and AWS.
IIT Madras
Foundation · Data Science & Applications
N/A – Present
University of Mumbai
Master of Science (M.Sc.)
N/A – Present
Ramnarain Ruia College, Mumbai
Bachelor of Science (B.Sc.)
N/A – Present
mTouch Labs Pvt Ltd
AI ML Engineer
March 1, 2025 – Present
India
Naresh i Technologies
Data Science Trainee and Mentor
January 1, 2024 – February 1, 2025
India
Agentic RAG for Technical Handbook QA
June 24, 2026 – Present
• Built an agentic RAG system over a 297-page systems engineering handbook using PyMuPDF for multi-page table reconstruction, a cross-reference graph for following links across chapters, GPT-40 vision for diagrams, and FAISS-based semantic search over ~900+ chunks. • Exposed the system via a FastAPI chat interface that returns grounded answers with citations by page and section.
View ProjectCultural Fit Analysis
The candidate's project diversity, ranging from document understanding to voice assistants and social media agents, demonstrates a broad interest and capability in various AI/ML domains. The experience in mentoring also suggests a collaborative mindset. The pursuit of a Foundation in Data Science & Applications from IIT Madras, alongside Master's and Bachelor's degrees, indicates a commitment to continuous learning and academic rigor. This breadth of experience and dedication to learning aligns well with a dynamic and innovative technical culture.
Soft Skills & Operational Fit
The candidate's experience as a Data Science Trainee and Mentor suggests an ability to collaborate, innovate, and guide others, which are valuable soft skills for a senior role. The diverse project portfolio indicates adaptability and a proactive approach to problem-solving. The detailed descriptions of complex systems imply strong analytical and problem-solving capabilities.