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Sugato Bagchi

@sugatobagchi

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I build production LLM agents, GenAI pipelines, and full-stack platforms that improve speed and operational efficiency.

India

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What I'm looking for

I'm looking to build practical AI products and full-stack systems where I can apply LLM agents, GenAI, cloud infrastructure, and performance optimization to real-world problems.

At Steora Systems, I build agentic AI and GenAI products, including an autonomous voice agent used by 10+ Canadian clients to handle conversations and act on live order-management data. I also built a custom support helpdesk and websites for 20+ clients, improving company efficiency by 25%.

I replaced OpenSearch with a custom Levenshtein-based matching algorithm, cutting network round-trips and improving search response times by 30–50%. Previously at Deepfleet Energy, I developed EV charger software with OCPP and OCPI, led multi-connector integration for approximately 1,000 chargers, and improved response times by 10% while reducing system load by 12%.

I build practical AI across text, speech, and vision, from MedGemma and MedASR clinical documentation to local Gemini-powered search and on-device language-model inference. Hackathon wins, industry awards, and mentoring 500+ students reflect how I bring hands-on technical work to the wider developer community.

Experience

Work history, roles, and key accomplishments

Current

Software Development Engineer (Agentic AI & GenAI)

Current

Steora Systems

Oct 2025 - Present (10 months)

Designed and deployed an autonomous calling agent for 10+ Canadian clients, capable of holding conversations and taking actions directly against live data for order-management systems. Replaced OpenSearch with a custom Levenshtein-based matching algorithm to cut network round-trips, speeding up search responses by 30-50%. Built and optimized websites for 20+ clients and a custom support helpdesk r

Agentic AI GenAI Levenshtein Algorithm Website Optimization Help Desk Order Management