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Gitious/README.md
Itious tagline

Two-time founding engineer. Building AI that remembers.

· · ·

 01   ABOUT

AI Engineer. Building things that think, learn, and ship to production.

Currently the Founding Engineer at Cognisos, working on the architecture for intelligent systems: AI that remembers, reasons, and evolves at runtime. Most of the day-to-day is the founding-engineer mix I love. Setting the technical foundation, owning architecture across the stack, and shipping research into production.

Before this I was the Founding AI Engineer at Legix, where I built the entire AI stack from scratch: GraphRAG pipelines, agentic workflows, multi-tenant learning systems, and end-to-end automation running in prod at 94.2% accuracy. That work helped us raise $1.6M pre-seed.

Earlier I was making autonomous vehicles navigate farms at Boson Motors and building meeting transcription bots that handle 10+ concurrent sessions at Auto BIM Route.

MS in Software Engineering from Arizona State. Published at IEEE. Certified on AWS, OCI, and IBM AI.

· · ·

 02   STACK

ai/ml GraphRAG · Agentic Workflows · Context Engineering · Vector Search · LLM Eval · Confidence Calibration · MCP
languages Python · TypeScript · JavaScript · Rust · SQL · C++
infra AWS · GCP · Docker · Terraform · Temporal · Kafka
data PostgreSQL · pgvector · Pinecone · Neo4j · Redis
web Next.js · React · Flask · Hono
observability Langfuse · Axiom · Sentry

· · ·

 03   NOW

 01  agent memory long-horizon state, how agents remember and recover across sessions
 02  agentic AI 8-phase study on how agents behave with progressive tool access
 03  graphrag scaling to hundreds of classification categories

· · ·

 04   LINKS

  portfolio     linkedin     x · @Itious_     email  

snake eating contributions

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  1. loose-ends loose-ends Public

    AI agent that finds everything you've dropped across Gmail, Calendar, and GitHub. Built with Auth0 Token Vault.

    TypeScript

  2. field-notes field-notes Public

    Autonomous AI field research agent - hackathon project

    TypeScript

  3. harbor-framework/terminal-bench-3 harbor-framework/terminal-bench-3 Public

    🚧 Accepting Task Submissions 🚧

    Python 147 152

  4. doc-intelligence-mcp doc-intelligence-mcp Public

    Python

  5. AI-WaterGun-Posture-Correction AI-WaterGun-Posture-Correction Public

    Using openCV and MediaPipe AI detects bad posture and shoots me with a water gun integrated with Arduino.

    Jupyter Notebook

  6. AI-Learns-Snake AI-Learns-Snake Public

    AI learns how to play a custom developed snake game

    Python