Aditya Mohan

Experience

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  Volumetree

  Dec 2018 - Jan 2019

  Data Scientist Intern

  - Generated insights and data visualization reports based on real-time data from non-relational databases.- Automated the process of the creation of reports.

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  HCLTech

  May 2019 - Jul 2019

  Deep Learning Intern

  Developed a new solution for the detection and classification of damaged carton boxes, the type of damage, and the severity of damage in warehouses using different convolutional neural network architectures. Also performed online scraping and manual collection of images to build the dataset.

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  Infosys

  Feb 2020 - Mar 2020

  Systems Engineer Trainee

  - Abruptly ended due to COVID-19 pandemic

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  Egregore Labs - Robana & Romulus

  Oct 2020 - Dec 2021

  Analyst Developer

  - Researched and developed the in-house OCR engine for scanned financial documents and achieved 90% accuracy as compared to AWS Textract using Python, Tensorflow, and Flask.- Implemented the intelligent document information extraction pipeline feature with a dual approval system which handled thousands of documents with over 50 points of information to be collected using Postgresql, SqlAlchemy, Flask, and Pattern Recognition.- Brainstormed and worked on a pilot project based on automating the extraction of data from complex financial documents for one of the largest P&C insurance company. Lead the development and planning of backend APIs required for the human-in-the-loop version of the same product. (Python, Flask)- Worked on the development of modules for OCR and document classification for an AI-driven enterprise solution that automated document processing & surfaced critical insights which enabled quicker & better decisions. Show less

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  Thomas J. Watson College of Engineering and Applied Science, Binghamton University

  Aug 2022 - May 2023

  Graduate Assistant

  - Awarded funding under SUNY SPIR program (Strategic Partnership for Industrial Resurgence).- Working under the supervision of Prof. Kenneth Chiu. - Researching gamification methods to instill energy-efficient behaviors in consumers. This research is being carried out in collaboration with ThermoAI.- Performing data analysis and studying usage patterns on the energy usage data of about 40 residential buildings at Binghamton Univ. that houses around 14000 students.

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  HID

  May 2023 - Oct 2023

  Data Scientist Intern

  - Implemented the complete standardized data pipeline for 17 open-source re-identification (ReID) datasets that collectively contained around a million images using Python and PyTorch. - Performed image feature similarity analysis on the ReID dataset and developed informative data visualizations.- Developed an application to enroll a person by capturing their pictures for a facial recognition system using Streamlit.- Researched methods to deploy deep learning models in Android and iOS apps and the ways to leverage various accelerators present on the devices. - Data collection and analysis of accelerometer and gyroscope data regarding human activity (walking, back-taps) from iOS and Android devices. - Reviewing newer datasets and methods for Person ReID and presenting findings in weekly research meetings. - Collated and implemented different loss functions for the Person ReID task using Python and PyTorch. Show less

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  Thomas J. Watson College of Engineering and Applied Science, Binghamton University

  Jan 2024 - May 2024

  Teaching Assistant

  - Teaching Assistant for the CS 575 (Design and Analysis of Algorithms) and CS 542 (Design Patterns) courses