Senior Ai & Ml Engineer
Current- Team Lead. Developed and deployed end-to-end pipelines for large scale inference utilizing ECS, EC2 or Sagemaker.
- Curated custom datasets through data collection, annotation, and advanced pre-processing techniques.
- Created custom training and fine-tuning models through code reverse engineering using single GPU or multiple GPUs for diffusion, transformers and deep learning based models.
- Prepared AI pipelines for digital human generation, cloned voice, text-to-text, text-to-image, image(s)-to-3d model, audio-to-text, text translation, texture mapping and virtual clothing try on.
- Created a custom background removal model for various e-commerce platforms, using U-Net architecture and TensorFlow for optimized image segmentation.
- Collaborated on developing a tax advisory chatbot utilizing transformers and large language models (GPT-3) for interactive, intelligent responses.
Jul 2021 - Present
