Shubham Poriya
AI Enthusiast & Agentic AI Builder
I build autonomous agents that actually work in production. No demos, no prototypes left to rot — just AI systems that handle real complexity with strict guardrails.
Currently at Lemay.ai, leading teams from prototype to production. Building Tax-Scout.ai on the side.
I don't just build AI. I build AI that ships.
Autonomous Agents
Multi-agent orchestration that handles intake, validation, and iteration — with privacy guardrails that actually hold up under scrutiny.
Production RAG
Elasticsearch-powered Q&A systems in compliant environments. Not just retrieval — full pipelines with containerized inference.
Prototype → Production
I lead small teams (3-5 people) from messy idea to shipped product. High velocity, high autonomy, low bullshit.
Real-World Constraints
Enterprise-grade means working within strict operational limits. I build systems that are reliable, not just impressive in a demo.
Projects that made it to production
Snowshoe.ai
Lemay.ai
Lead Developer and Project Manager for a production RAG-powered Q&A system. Elasticsearch backend, containerized inference pipelines, deployed in a highly compliant environment.
AI-Driven EdTech POC
Lemay.ai
Built a learning assistant with a validation agentic workflow — it autonomously evaluates and iterates on generated lesson plans. Teaching AI to teach.
Reinforcement Learning — Path & Survivability Optimization
Lemay.ai
Trained a PPO (Proximal Policy Optimization) agent to optimize pathfinding and survivability through cold-terrain environments — designed the reward function, state representation, and training loop, and tuned for stable convergence.
Autonomous Intake Agents
Lemay.ai
Led a team of 5 building autonomous intake agents for sensitive data. Templated logic, strict privacy guardrails, and the kind of reliability you can actually stake your reputation on.
SR&ED Classification Tool
Lemay.ai
AI-powered tool deployed on GCP that automates technical discussion analysis for tax eligibility. One-shot prompting that actually works.
Side quests that became real products
Tax-Scout.ai
The AI platform built for Canadian tax professionals. Four AI agents handle the entire workflow so you can focus entirely on your clients.
numaAI
An AI personal chief of staff that gives you decision assistance on finance, grounded in your own personal financial data.
The stack that gets things done
AI & Agentic Systems
Languages & Frameworks
Cloud & Infrastructure
Data & Backend
Got a project that needs to actually ship?
I'm always chasing the hard problems — the ones where AI isn't just a feature, it's the entire solution. If you're building something ambitious and need someone who thrives in complexity, let's talk.