Research work focused on exploring and contrasting techniques for vehicle traffic networks, investigating the application of Deep Learning.Used SUMO simulator to create road networks to train and test the models.

Led a team of 7 graders as the Head Grader for the CSCI544-Applied NLP course in Spring'23, facilitating effective communication between professors and 300 students

Course: CSCI 445 - Introduction to RoboticsSupervised and instructed a class of 30 students in performing lab assignments involving the use of Pololu 3pi+ 32U4 robots

Developed ROS2 packages to establish a pose-graph infrastructure to demonstrate multi-robot discoveries under low-connectivity and low-resource environments, functioning via publisher-subscriber model using C++ and Python

• Constructed a GPT-3 Question-Answering system using OpenAI and HuggingFace transformer library to enhance cryptocurrency document absorption. Presented the system to C-level executives, forecasting a revenue increase of $6 million.• Leveraged Docker and Kubernetes to optimize deployment for the system. Achieved a 2-second inference with the design, resulting in improved response time.• Established an Airflow-driven ETL pipeline, seamlessly transferring data from three diverse sources to Snowflake, achieving a 20% reduction in data collection time.

• As a Machine Learning Engineer, designed interpretable neural architectures to facilitate what-if analysis in time-series forecasting, increasing accuracy to 71% in flight schedule optimization for a 24-hour gap period of prediction• Automated the generation of Jupyter notebooks and UI components through JSON configuration files, resulting in a 50% reduction in development time, expediting the integration process for the front-end team. Coupled the system with Amazon S3 to streamline ML experiments on AWS SageMaker

• Conducted Exploratory Data Analysis (EDA), resulting in a 6% enhancement in prediction performance for a flight schedule optimization project. Achieved this improvement through data cleaning, validation, and feature engineering• Conducted a comparative research study on Interactive Broker's API and platform for a critical client pitch,