At Formulatrix, I led the development of a computer vision pipeline for RockMaker, a biotech product used in crystallization experiments. I built and deployed object detection and image classification models that improved scoring accuracy by 13%, reducing manual effort for scientists and increasing customer satisfaction. The solution was productionized with Docker and CI/CD pipelines, ensuring scalability and reliability across client sites.
A cinematic automotive experiment created without a camera, physical car, studio, or production crew.
The goal was to explore how far AI + art direction could go in creating a premium automotive design film.
The Approach
Rather than asking AI to generate one complete video, I treated it like an actual production.
I broke the Porsche 911 GT3 R into individual visual moments — carbon bodywork, headlights, front aero, wheels and brakes, side profile, rear wing, and the final hero reveal.
Each shot was individually directed with attention to camera movement, lighting, reflections, materials, composition, and consistency.
The individual sequences were generated using Higgsfield, then brought into Runway to assemble, refine the pacing, transitions, and final film.
The Challenge
Generating a beautiful AI shot is relatively easy.
Making seven independently generated shots feel like they belong to one cohesive film is where it gets interesting.
The challenge was maintaining consistency across the car, materials, lighting, camera language, and overall visual direction while building a natural progression from detail → form → full reveal.
Tools
Higgsfield — AI video generation
Runway — Editing & sequence assembly
AI + Art Direction — Shot planning, prompting & visual consistency
A personal exploration into how AI can become part of the creative production process — not replacing direction, but expanding what can be produced from an idea.
Playmaker Xpress – Full-Stack Fitness & Training Platform
I designed and developed Playmaker Xpress, a full-stack website for a personal training and athletic performance business.
I built the frontend using Next.js, React, and TypeScript, with FastAPI powering the backend and PostgreSQL for the database.
The platform provides a responsive, modern experience where clients can explore services including personal training, speed training, movement training, group fitness, and kickboxing fitness.
This project demonstrates my ability to build both the frontend and backend of a real-world web application, connect APIs to a database, and deploy a production-ready application.
I’m available for full-stack, React, Next.js, Python, and FastAPI development project