Carlos Manuel Cejas
Computer science at Trinity College Dublin and Alpine Valley, Cohort Alpha member. Exploring AI agents and MCP knowledge bases, path planning for Formula Trinity's autonomous race car, shipping useful classroom software as CEO and cofounder of Lockup.
Lockup · AVIOM · Formula Trinity
01 Experience
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April 2026–Present
One code puts every phone in the room away. Lead product, go-to-market, and fundraising while coordinating engineering, design, and customer feedback. Alpine Valley, Cohort Alpha.
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July 2026–Present
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Oct 2025–Present
Path-planning algorithms in Python for the autonomous race car. ROS/Gazebo simulation and racing-line optimization for higher speeds and shorter laps.
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May 2024–Sep 2024
Led company website development, new features and system optimization. Consulted on branding, operations, and marketing for early-stage growth.
02 Projects
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[GoMile] BUILD IRL Vol. 1 · Sep 2026
Won the 1,500 USDT grand prize. Training footage for self-driving is usually just a video. GoMile records the camera together with Sense HAT acceleration, gyro, and orientation, labels what was on the road, and pays the driver in MILE on Solana.
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[LarpLess] Dublin Demo Day · Oct 2026
A local study-focus tracker using SigLIP 2 image embeddings, OCR and MiniLM text embeddings to classify screen activity. It also detects webcam presence and phone use, and lets you share session stats with friends.
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[Sol-450] START HACK ST.GALLEN · March 2026
Multi-agent Mars greenhouse simulator with 3D colony view. Bedrock agents and an MCP knowledge base manage crops and resources; DynamoDB for session state.
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[AI Dungeon Master] Claude Builder Club @ TCD Hackathon · Dec 2025
Hackathon-winning AI D&D with persistent campaigns, generated characters, and AI-driven narrative.
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[Pollen Cast] Hack Europe · Feb 2026
Allergy health-check app using eye photos, voice, and location. Gemini for vision, Pollen API for allergen data, and librosa for vocal analysis.
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[Alpine Valley] Alpine Valley, Cohort Alpha · June 2026
Website redesign, brand, and front end rebuilt from scratch for Cohort Alpha, a European early-stage founder program.
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03 Open Source
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[Hermes Agent Security Fix] NousResearch · Security · Open Source · June 2026
Co-authored a merged upstream security fix for NousResearch’s Hermes Agent, a 200k+ star open-source agent framework. The fix closed a serious Telegram auth-ordering vulnerability where removed users could bypass the intended trust boundary long enough to inject prompt-bearing content into an agent’s context before being rejected.
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[Hybrid Memory Setup for AI Agents] Open source · June 2026
Open-source memory setup for persistent agents, written for Hermes Agent. Rules that should apply every turn stay in the prompt. Facts sit in a local SQLite archive that checks a hash before a semantic search.
04 Skills
Engineering: Python, TypeScript, React, React Native, FastAPI.
AI: LLM agents, MCP, AWS Bedrock, Gemini.
Infrastructure: AWS, Supabase, Docker.
05 Contact
Email: carlosmcejas@gmail.com
Location: Greater Philadelphia / Dublin
Work authorization: U.S. Citizen with full work authorization in the United States.