About me

Machine learning engineer with 3 years of work experience in Computer Vision and Natural Language Processing technologies. Seasoned in development and deployment of Machine learning algorithms and entire training and inference pipelines. Published articles on machine learning model training, deployment, interpretability, and hyperparameter optimizations using Tensorflow and Keras. Launched “School of AI” local chapter with a focus on conducting workshops on a wide range of beginner and advanced topics from machine learning and deep learning. Delivered sessions/workshops on machine learning and deep learning topics like exploratory data analysis and neural network visualizations at community events conducted by Google Developer Groups and PyData. I'm particularly interested in the field of Natural Language Processing/Understanding and remain passionate about the development of real-world applications.

Skills

Machine learning

Computer vision

Natural language processing

Python

Deep learning

Experience

MSCS Student @ USC 2022 - 2023

Currently pursuing Master of Science in Computer Science at the University of Southern California with Specialization in AI.

NLP Engineer @ Digitate 2020 - 2022

Developed a legal assistant to aid legal teams in real-time analysis of documented knowledge in legal instruments.

ML Engineer @ Digitate 2019 - 2020

Engineered an AutoML pipeline for object detection tasks to generate custom fine-tuned models for a given dataset.

Systems Engineer @ Digitate 2018 - 2019

Developed a computer vision pipeline to detect user interface input elements given a screenshot of a website or desktop application.

VES Institute of Technology 2014 - 2018

Completed Bachelor's of Engineering (B.E.) with specialization in Computer Engineering.

Browse Resume

Projects

Browse all my projects on GitHub.

Explainable AI

A guide on visualization and explainability of deep learning models.

Hyperparameter Tuning

Steps on performing hyperparameter tuning in deep learning.

Deploying machine learning models

A guide on serving machine learning models

Hello, I’m Himanshu