Jay Suthar
Machine Learning Engineer
United States
About me
Machine Learning Engineer with 4 years of experience building LLM and retrieval systems that run in production. I specialize in retrieval-augmented generation, inference optimization, and the MLOps infrastructure that keeps ML systems reliable at scale, including drift detection, model registries, and automated retraining. My work spans the full lifecycle: training models on millions of users, deploying quantized models, and building streaming pipelines that catch model decay before it reaches users.
Interests
- Machine Learning & Deep Learning
- Generative Modeling: LLMs & Foundation Models
- Natural Language Processing & Retrieval-Augmented Generation
- Computer Vision & Multimodal Learning
Education
-
MS, Computer Engineering, 2022 - 2024
University of Texas, Dallas, USA
-
BE, Computer Engineering, 2016 - 2020
Gujarat Technological University, India
News
-
[July 2025]: Joined Symplore as a Machine Learning Engineer!
-
[August 2024]: Joined BlueMax as a Machine Learning Engineer!
-
[May 2024]: Graduated with an MS from the University of Texas at Dallas, earning the Bronze Medal & Scholar with Recognition.
-
[January 2024]: My patent Smart Device Operated and Controlled Electronic Virtual Switch (No. 503842) was granted!
-
[January 2024]: Joined Bethia Realty & Finance as a Software Engineer Intern!
-
[August 2022]: Started my MS at the University of Texas at Dallas on the Jindal School Graduate Study Scholarship.
-
[2021]: Ranked in the top 0.2% (62nd globally) in competitive programming on CodeChef.
-
[2020]: Received the Undergraduate Star Researcher Award from Gujarat Technological University.
-
[2018]: Won Ideathon'18 and the 14th Innovative Idea Competition (ISTE).
Publications
Journals |
|
|
Sign Language Recognition for Static and Dynamic Gestures
Jay Suthar, Devansh Parikh, Tanya Sharma, Avi Patel |
|
Portable Attendance System
Jay Suthar, Aarya Brahmane |
|
Virtual Switch
Ankur Varma, Jay Suthar, Mehfuza Holia |
Article |
|
|
Design of Microstrip Patch Antenna for X-Band Applications
Jay Suthar, Anish Vahora |
Patent |
|
Smart Device Operated and Controlled Electronic Virtual Switch
Ankur Varma, Jay Suthar, Dr. Mehfuza Holia, Dr. Milendrakumar Manilal Solanki |
|