Tisac Lightning

What it does

Tisac Lightning is a DevOps platform for AI teams, making it easy to setup an AI development environment with necessary software and environments for training and deploying AI on any cloud platform or on-premises infrastructure with a delightful experience.

AI Engineer building LLM-powered systems, voice AI agents, and MCP infrastructure.

Working as an AI Engineer at Square Yards (Nov 2025 — Present) , I've built custom MCP servers to integrate with AI apps and also iterating on voice agents’ post-call harnesses to reliably identify and qualify leads among different business verticals to bring down false positives. Built an enterprise SaaS support and identity environment to evaluate and improve an AI agent using GEPA (Genetic-Pareto Reflective Prompt Evolution) optimization. Across 8 hard cases, the baseline agent achieved a 25% pass rate (2/8 tasks) and an average task score of 0.8875. After three GEPA optimizer iterations, it achieved a 100% pass rate and an average task score of 1.0. Minimax M3 powered the agent, while…from tisac.in

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