Experience

March 2026 – Present

• Develop and optimise the video generation pipeline, and deploy it to production.
• Test alternative generation models, including extend models, to improve scene quality and reduce cuts in generated videos.
• Integrate the Claude API with streaming, tool calling and prompt caching, and optimise token usage and cost.
• Instrument the system with Sentry to track performance, usage and cost.
• Build evaluation and testing frameworks for AI components, with unit and integration tests.
• Review peers’ pull requests, help with roadmap planning and scoping, and document AI systems and prompts.

Stack: TypeScript, AWS, SST, Jest, Claude API, Sentry

Feb 2025 – Jan 2026

• Developed a synthetic user framework to simulate human responses for market research using OpenAI APIs.
• Fine-tuned a full ModernBERT model on a Google Cloud GPU instance to classify USPTO patents into the eight top-level sections (A–H), as one component of a larger agentic RAG system.
• Built a stock-comparison chat agent on real-time public market APIs, using LangGraph/LangChain for parallel query processing, an MCP server with tools and prompts, and engineered prompts at each step.

Stack: Python, FastAPI, LangGraph, MCP, AWS, RAG, OAuth, Pandas

Sep 2024 – Feb 2025

• Led the use of vision-language models to extract actionable customer insights from in-store imagery.
• Defined AI strategy and aligned technical development with business goals.

Stack: Python, Vision-Language Models (Claude, Qwen), FastAPI

Apr 2022 – Sep 2023

• Developed methods for photorealistic virtual fashion generation using diffusion models and custom CLIP embeddings.
• Led multiple production image projects, including segmentation, super-resolution, color transfer, and lighting improvements.
• Took research projects from PoCs to production-ready APIs.

Stack: Python, PyTorch, Stable Diffusion, CLIP, OpenAPI, Docker

2020 – 2021

• Refactored legacy code to improve system reliability and performance.
• Implemented server-side features, including support for Brazilian PIX payments.

Stack: Java, SQL, Spring Boot, JUnit, Hibernate

2020

• Implemented core game mechanics in Unity.
• Identified and resolved gameplay bugs during development.

Stack: C#, Unity, Git