I am a Machine Learning Engineer specialising in Computer Vision, Natural Language Processing (LLMs), and MLOps, currently developing and deploying applied ML solutions at J.P. Morgan Chase.
- Skilled in designing, developing and optimising scalable, efficient, and production-ready ML systems, with expertise in quantisation, distributed training and ML engineering best practices.
- Previously worked as an ML Engineer at Beam, where I built and deployed ML models for subsea automation systems, and as a Senior Engineer at Sony, where I developed end-to-end ML solutions that enhanced the business impact across multiple Sony entities.
- Hold an specialised MSc degree in AI & ML from Imperial College London.
- Passionate about learning new things and focused on being better than yesterday (even if it's just a tiny bit :) )
- Thrive in challenging environments; driven by the desire to push the boundaries of technology and create a positive impact.
- Pre-trained and fine-tuned LLaMA 2 for the healthcare domain (named them as Clini-LLaMA) using DeepSpeed and PEFT quantisation.
- Passionate about AI research, staying updated through conferences, papers, and hands-on experimentation. You can find some of my work here on GitHub and my learning history on LinkedIn.
- When possible, I like to write articles on medium.com to share my learnings with the community. You can check out my post here.
Feel free to connect with me on LinkedIn - (https://www.linkedin.com/in/lathashree/)