Eshan Arora Email & Phone Number

Seattle, WA, US

Seattle, Washington, United States

Boston, Massachusetts, United States

• Developing Machine learning solutions for regression tasks using Neural Networks based Interval estimation.
• Implemented Decision-Tree based methods to improve performance of prediction: XGBoost and CatBoost.
• Achieved Root Mean Square of 0.2 and Mean Absolute Error of 0.18 after tuning hyperparameters using Grid Search.
• Built Self organising maps using MiniSom for Unsupervised Clustering of features to better understand data.
• Implemented automated algorithms for data cleaning, standardisation and scaling.
• Extracted valuable insights by tweaking scale and finding strong correlations between data and prediction variables.

Boston, Massachusetts, United States

• Focusing on advanced software development with ROS, Computer Vision, and Raspberry Pi.
• Utilizing Docker, Inverse Kinematics, and Servo motors to achieve pioneering robotic mobility solutions.
• Successfully obtained a $3,000 PEAK grant, recognizing the project's innovation and potential in the field of robotics.

Boston, Massachusetts, United States

• The Helping Hands Lab advised by Professor Rob Plattof Khoury College of Computer Sciences.Symmetric Models for Visual Force Policy Learning
• Assisted in the development of a Reinforcement learning model for visual and force infused tasks such as block pulling, pushing and peg-insertion on-robot.
• Programmed baseline model of Visual-Tactile Transformer (VTT) for Force-Aware Robotic Manipulation.

Houston, Texas, United States

• Engineered data pipelines to aggregate gas prices from multinational corporations like Speedway, Fuel Rewards, and Upside, enabling real-time identification of the lowest gas prices in the area.
• Designed and implemented automation tools to pinpoint profitable aquifer sites by analyzing geographic data, employing Python, GeoPandas, and Shapefiles for advanced data visualization and location intelligence.

Mumbai, Maharashtra, India

• Accelerated development on the ServiceNow platform. Implemented IT service management (ITSM) modules, Service Portals, Notifications, Catalogue items, UI Actions and testing via workspace for 4 of Deloitte’s US clients.
• Implemented client-side (UI Policies, Client scripts) and server-side modules (Business Rules) for multiple projects.

Mountain View, California, United States

• Project: Automate ingestion of datasets to DeepLake
• Pioneered an automation system for ML dataset ingestion on Activeloop.ai's DeepLake platform, drastically simplifying the process and reducing setup code from over 100 lines to a single line.
• Surpassed project expectations by implementing features for auto-detection of dataset compression and generating post-ingestion dataset summaries.

• Designed the Machine Learning curriculum for summer learning: Linear and Logistic Regression, Activation functions, Decision Trees, Optimization techniques, Convolution Operations on 2D images.
• Conducted study sessions, sprints and course solving.
• Proactive community building and doubt solving sessions

Master Of Science - Ms, Data Analytics Engineering

Bachelor Of Technology - Btech, Computer Engineering, First Class With Distinction

Education record

Activities and Societies: Software Development, Lawn Tennis, Chess, Theatre and ActingAward of Excellence: Developer of the Official ISWK.