Experience

March 2026 – Present

• Developing video generation systems
• Deploying a scalable and resilient pipeline to support video generation
• Developing other backend components of the solution

Stack: TypeScript, AWS, Jest, SST, Claude

Feb 2025 – Jan 2026

• Developed a synthetic user framework to simulate human responses for market research using OpenAI APIs.
• Fine-tuned modernBERT for USPTO patent classification as part of an agentic RAG system.
• Built an ML-based talent matching platform and a stock comparison chat agent using LangGraph.

Stack: Python, FastAPI, LangGraph, MCP, Databricks, AWS, RAG, neo4j, 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