• Engineered advanced AI solutions across Image Processing, Generative AI, NLP, NLG, and NLU domains, driving innovation from R&D to production.
• Led AI architecture for the "AI Designs" Tool (designs.ai/ai-design/en), integrating cutting-edge text-to-image.
• Specialized in Stable Diffusion, SDXL LCM LoRA models, OmniGen, Imagen, Diffusers, Transformers, LLMs, RAG (Retrieval-Augmented Generation), ControlNets, and Whisper for speech-to-text.
• Developed a high-performance text-to-image and image-to-image generation pipeline, optimizing inference by up to 70% through CUDA programming and Python-GPU integration.
• Spearheaded AI deployment processes with MLOps best practices, collaborating closely with DevOps to integrate model serving pipelines using Ray Serve, boosting throughput by 120% under high-load scenarios.
• Pioneered commercialization of AI tools within Pixlr.com, from proof of concept (POC) to scalable real-world applications impacting millions of users.