About me:

I am an engineer and developer, currently working as a Machine Learning Engineer in the VFX, fashion and media industry. I lead the development of AI-powered tools for visual artists and producers.
My work spans multiple platforms, offering AI plugins for Adobe After Effects, standalone upscalers, cloud-based segmentation tools, and ComfyUI workflows. I also build personalized environments for local and cloud deployment, with seamless integration into professional video editing software.

I focus on generative AI development using PyTorch, TensorFlow, FastAPI, microservices, and Python.
I specialize in segmentation, upscaling, deepfakes, autoencoders, and diffusion models. I also fine-tune LoRAs and deploy models optimized for high-performance computing (CUDA) to create efficient solutions for creative media workflows.

To see my other work related to LLMs, AI Agents, RAG-based apps, and Data Science, check out my portfolio website.

Projects and Workflows:

1. Generative AI Tools Development:
   My work includes the development of tools that leverage Stable Diffusion, SAM (Segment Anything Model), and Super Resolution algorithms. These tools help automate complex video production processes, enabling creative professionals to deliver high-quality content efficiently.

2. ComfyUI Workflows:
   I design and optimize workflows for ComfyUI, integrating various AI-driven solutions to enhance the creative capabilities of our users. The focus is on streamlining the creative process and making complex AI tools more accessible to professionals in the visual effects industry.