Available to hire
I’m a Machine Learning Engineer with full-stack experience, specializing in end-to-end development of computer vision, multimodal, and LLM-based systems. I’ve led the design, training, and deployment of models that power real-time applications and client-facing tools, always prioritizing perceptual quality and user experience. I enjoy collaborating with cross-functional teams to translate ML outputs into impactful features, and I’m passionate about building robust data pipelines, APIs, and automation to accelerate delivery.
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Language
English
Fluent
Work Experience
Machine Learning Engineer at BlueHalo
February 28, 2025 - October 26, 2025Led development of deep learning models (CNNs, ViTs, GANs, diffusion) for facial animation and object detection, achieving industry benchmarks by prioritizing perceptual quality over standard accuracy metrics. Built a retrieval-augmented generation (RAG) pipeline using sentence-transformer embeddings and instruction-tuned LLMs to automate asset tagging, filtering, and personalization, boosting throughput 10x and cutting delivery time from days to minutes. Deployed production-grade, real-time inference services using PyTorch and TensorRT across AWS and on-prem GPUs, powering customer-facing applications. Collaborated with design and product teams to align ML outputs with user-facing goals, and built internal tools to streamline workflows and boost delivery efficiency. Developed REST APIs to serve models and data preprocessing pipelines for labeling and augmentation, improving face selection accuracy through lighting correction, pose filtering, and normalization.
ML Software Engineer at Radical Convergence
September 30, 2022 - October 26, 2025Led development of end-to-end ML model workflows (CNNs, ViTs, GANs, diffusion) and deployment of real-time inference services across cloud and on-prem GPUs. Built data pipelines for labeling and augmentation, and collaborated with design and product teams to ensure ML outputs supported user experiences. Implemented model serving via REST APIs and contributed to performance improvements, reliability, and scalability of ML systems.
Education
Bachelor of Science in Computer Science, Minor in Economics at Duke University
January 1, 2016 - January 1, 2020Qualifications
Industry Experience
Software & Internet, Media & Entertainment
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Hire a AI Engineer
We have the best ai engineer experts on Twine. Hire a ai engineer in Chicago today.