ANIRUDDHA MANDAL
The Data MacGyver. I turn ML research into production systems — fine-tuned LLMs, knowledge graphs, multi-agent runtimes. Now engineering agentic infrastructure at WebZero and founding SocialTokn. Scroll to run the forward pass.
Learning to see patterns.
B.Tech in CS with Data Analytics at The Neotia University — 9.0 GPA (gold medallist) and 3rd place in Amazon's ML Challenge 2021. First production reps at Echo (later acquired by Spreetail): marketplace scrapers and automated review pipelines in Databricks and PySpark. Volunteered with Omdena, building car-damage segmentation models so MyCover.ai could insure vehicles more effectively. Like a convolution, one small kernel — curiosity — swept over everything.
Everything is connected.
Three companies, one obsession: knowledge graphs. Parsed legal contracts into Neo4j for causal reasoning at LegalGraph.ai, built one of India's first disease–symptom graphs for prediction of differential diagnosis, with data collected from 20+ hospitals at Healtether Health while leading five engineers, then architected real-time GraphRAG with contextual updates at Maura.ai.
Teaching machines to listen.
Founding AI Lead at Vibe AI. Built a 65,356-record synthetic empathy dataset with three different LLMs and trained the world's #15 conversational model on EQBench3 using RLVER for intent based routing, then quantized it until it was fast enough to feel present (TTFT ~200ms). Attention, it turns out, is also all humans need.
One model became many minds.
At Sol Foundry, architected Cerebro: a runtime of 10+ specialized LLM agents classifying, extracting and enriching every message on the Sol platform, guarded by 27 automated graders with CI quality gates. Distilled GPT-5-mini into a self-hosted 1.2B model with QLoRA: 2.1 s → under 200 ms, ~15× cheaper. Turning conversations into callouts, in near-realtime.
Rebuilding the web for its next users.
The internet's newest users aren't human. At WebZero, I built and shipped w0 Score, the Webzero Agent Readiness Index: can an AI agent discover, understand and safely finish real journeys — sign-up, checkout, support — on your site? A hybrid score across Discovery, Action Surface and Governance, blended with live agent outcomes from AgentTrek, proven on a 179-site broker benchmark. Measuring the web-agent traffic, and building the web-infra for them.
An agency that never sleeps.
Founder of SocialTokn: an AI creator agency. A creator sets goals; a flat team of persistent specialist agents researches, plans, drafts and measures, continuously, from shared state — escalating only the decisions that matter to a human. The forward pass continues.