About

I am a Senior ML Engineer specializing in computer vision and LLMs. I ship production generative AI systems and on the side rebuild them from scratch to understand how they really work. I bridge deep research expertise with hands-on engineering to build AI products that drive real business impact.

Currently, I am working as a Senior Machine Learning Engineer at Jiffy where I build the AI image enhancement pipeline powering a $100M+ DTF printing business, architect Smart Redraw (a multi-agent AI editing system), and develop end-to-end ML solutions spanning LLM fine-tuning, custom model deployment on RunPod/Replicate and LLM-powered automation.

Previously at Flixstock, I integrated the HuggingFace ecosystem as core ML infrastructure and built Stable Diffusion pipelines for background generation, identity transfer with pose control and fashion video generation.

Unlike many in this field, my core background is not in computer science. My graduate and Ph.D. research experience is in computational geophysics and I worked for Shell as a research geophysicist for about three years. I believe this diverse background helps me approach problems from unique perspectives.

I love connecting and collaborating with new people. Please don’t hesitate to reach out! 😊

Professional Experience

Jiffy

Jan 2024 - Present

Senior Machine Learning Engineer

Built and maintained the core image enhancement pipeline, Smart Redraw (a multi-agent AI editing system) and ML solutions spanning fine-tuning, model deployment and LLM-powered automation.

Flixstock

Aug 2022 - Dec 2023

Software Development Engineer III

Built Stable Diffusion pipelines for background generation, identity transfer and video generation.

Shell

Oct 2019 - Jul 2022

Research Geophysicist

Built DL-based denoising models for seismic data, worked on uncertainty quantification and DL-based Hessian operators for wave-equation optimization.

TU Delft

Aug 2015 - Aug 2019

PhD Researcher

Developed JMI-res for high-resolution subsurface imaging and created a DL-based super-resolution approach for seismic spatial aliasing removal.