Harshanand B A Email & Phone Number

California, United States

Singapore, SG

Building and scaling machine learning models for high throughput and low latency auction systems at a scale of 3M QPS in Ad Exchange Marketplace Team (SSP).

New York, NY, US

• Advisor: Prof. Qi Lei
• Benchmarked different SSL techniques such as MAE, BYOL, BarlowTwins, SimCLR on domain adaptation task.
• Currently developing an efficient and novel SSL based method to improve the SOTA performance on domain adaptation and distribution shift problems.

New York, NY, US

Worked with Prof. Mehdi Heris to model the air temperature of New York City and Jersey CIty using geo-spatial analytics, bayesian statistics and machine learning. This project is funded by the NASA.

New York City, NY, US

Developed a data dashboard for Winnebago DA Office, WI to visualize analytics and insights on case refferals.

Scotts Valley, California, US

• Developed Neatleaf's first ever machine learning tool for model and data versioning, tracking, monitoring, storage and deployment using MLOps practices.
• Implemented data annotation evaluation tool to check the consistency between annotations from different sources.
• Built and trained deep neural networks for disease classification and integrated optuna to automate hyper parameter fine tuning. This essentially facilitated to conduct hundreds of trials for each experiment efficiently.

New York, New York, US

• Advisor: Prof. Sumit Chopra (NYU Courant) & Dr. Lior Jankelson (NYU Langone)
• Conducted an extensive literature survey on ASR Systems. Paid more focus on self supervised learning techniques to extract speech representations.
• Developed arrhythmia classification models using audio input.
• Built and trained SSL models to pull the representations of EKG and audio signals closer to each other. This essentially would enable us to build a robust system to detect physiological signals using audio input data.

Master Of Science - Ms, Data Science

Bachelor Of Technology, Computer Science And Engineering Spec. In Bioinformatics