At Mindfire Solutions, I lead the full project lifecycle for production agentic and generative AI systems, from problem discovery and system design through QA and rollout. I designed a multi-agent platform with role-based controls for agent access and external tools.
For the enterprise business operations platform, I orchestrated specialized agents for analytics, documentation Q&A, product search, and vendor analysis. I built its RAG pipelines and simulation evaluation harness, and containerized the system in a deployment that reduced deployment time by 80%.
Previously, at Cimcon Infotech Pvt Ltd, I trained ML models on financial data and developed preprocessing pipelines and FastAPI model-serving applications. At Sunbots Innovations LLP, I took computer vision models from prototype to production and improved detection accuracy on the SMARTON product through dataset optimization and hyperparameter tuning.
