Summary
Sagar Lakhani is a Development Team Lead and Lead AI Engineer with 8 years of experience building production-grade AI systems, LLM-powered agents, and data-driven platforms across fintech, SaaS, and sports analytics. He designs and implements Retrieval-Augmented Generation (RAG) architectures, custom LLM orchestration layers, and hybrid data pipelines that turn complex SQL/NoSQL and unstructured sources into low-latency, cost-optimized conversational products. Hands-on with Python, FastAPI, LiteLLM, vector DBs (pgvector, FAISS, Qdrant, Pinecone), and ML stacks (Keras, TensorFlow, Scikit-Learn), he has delivered chatbots and predictive models that scale to 100k+ active users and achieve strong forecasting accuracy. His background in embedded systems and firmware gives him a systems-engineering perspective that informs performance tuning and reliable inference infrastructure. At Vinfotech he led multi-channel LLM deployments (web, WhatsApp, Telegram) and built enterprise features like OAuth/SSO, RBAC, and secure session management—demonstrating a focus on product-grade, not prototype, outcomes. Colleagues know him for turning research-grade LLM ideas into operational, cost-conscious services through clever model routing and orchestration.
8 years of coding experience
8 years of employment as a software developer
Master’s Degree Embedded Systems, Master’s Degree Embedded Systems at School of Electronics, DAVV, Indore
PG DIPLOMA Embedded Systems and Design, PG DIPLOMA Embedded Systems and Design at CDAC ACTS PUNE
Bachelor’s Degree Electrical Electronics and Communications Engineering, Bachelor’s Degree Electrical Electronics and Communications Engineering at Ujjain Engineering College, Sanwer Road, Ujjain
High School, High School at Rajeswar Vidhyalaya, Mhow