At Navayuvak Entrepreneurs, I partnered with the Managing Director to spec a five-stage platform for under-25 founders in Tier 2/3 India. I architected the Founder Assessment Engine, including WhatsApp check-ins, and scoped DPDP Act 2023 privacy compliance.
I founded Vigil, an LLM perception auditing SaaS that tracks how ChatGPT, Gemini, and Perplexity describe a brand over time. I engineered its auditing engine and multi-model probing pipeline, and prioritized brand auditing and crisis detection based on agency client feedback.
At HaTa Bevtech (Hugg Beverages), I built SagePilot, a production ML customer-support system. Its Gradient Boosting buying-intent classifier reached ROC-AUC 0.94, and I deployed agentic LLM workflows with RAG and engineered 5+ production automation pipelines.
My research paper on the Execution Divergence Metric was submitted to BlackboxNLP 2026. I also built a computer vision highlight-reel pipeline for Ignition MMA and placed Top 5 of 5,000 teams at Mumbai Hacks 2025 with NeuroChain, the multi-agent prototype behind Vigil.
