A fine-tuned multimodal pool-strategy agent that reconstructs table layouts from photos, grounds decisions in a billiards-specific RAG knowledge base, and recommends shot sequences.
Archit Gupta — engineering production agentic systems at the frontier of AI
I'm Archit Gupta, a Founding Engineer building multi-agent runtimes, memory/RAG infrastructure, and production agent systems. Currently at a stealth startup; previously AI Systems Engineer at Robynn AI, where I shipped orchestration APIs, structured-output pipelines, long-running runtimes, and observability.
What I'm building
Building core product and AI systems infrastructure as a founding engineer: agent runtimes, platform foundations, and the operational backbone that keeps production multi-agent workflows reliable as we scale.
Experience
Projects & Achievements
A four-agent continuous-learning stock market-intelligence system that runs daily across hundreds of equities linked to dozens of commodity categories, translating macro and commodity shifts into trade-oriented research and signals.
A compact Node.js priority-queue proxy for a self-hosted 16-agent system on a single GPU, built to keep embeddings, memory, search, and RAG responsive under real load.
League-management software for competitive billiards with real-time match tracking, ELO ratings across 50k+ matches, crypto payouts for 600+ players.
Built an LLM-based hiring workflow that parsed resumes, generated role-specific technical questions, and automated screening; won the hackathon and earned incubator interest.
Writing
Skills & Technologies
About Archit Gupta
I'm a Founding Engineer based in Boulder, Colorado, focused on multi-agent runtimes, memory/RAG systems, and production agent infrastructure. I'm currently at a stealth startup; previously I was an AI Systems Engineer at Robynn AI, where I shipped orchestration APIs, structured-output pipelines, long-running runtimes, and observability.
My background spans enterprise engineering at Cisco, PayPal, and Riverbed, plus independent contract work building hiring workflows, operational systems, and billiards-league software. I studied Computer Science and Astronomy at the University of Illinois Urbana-Champaign.
During my time at UIUC, I worked on cybersecurity infrastructure, configuring ExaBGP-based blocking and prototyping Google Rapid Response integration for incident response workflows.
Outside of tech, I play pool competitively, build AI systems around the game, live-stream matches on my YouTube channel, and perform Indian classical music on the Sarod.