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Aniruddha Chatterjee

@aniruddhachatterjee

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Aspiring data scientist with a strong foundation in mathematics and computer science.

India

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What I'm looking for

I am looking for a dynamic work environment that fosters innovation and collaboration, where I can apply my technical skills and contribute to impactful projects.

I'm a fresh graduate of Bachelor of Technology in Mathematics and Computer Science at the Indian Institute of Technology, Delhi.

As a Data Scientist, have developed algorithms for graph simplification and rule learning, enhancing process efficiency. My research experience includes working on quantized networks, VLMs, calibration of multimodal medical models, online algorithms and many more. I am passionate about applying my skills in AI and machine learning to solve real-world problems.

Experience

Work history, roles, and key accomplishments

Data Science Intern

Skan.ai

May 2024 - Present (1 year 1 month)

Formulated and implemented an Activity Graph Simplification procedure, constructing activity hierarchies and detecting redundancies. Additionally developed an event path rule learning mechanism for efficient augmentation of future processes.

Data Science Activity Graph Simplification DFG Filtering Algorithms Process Augmentation

Quantized CNN Models for Nanopore Signal Data

IRD IIT Delhi

May 2023 - Present (2 years 1 month)

Awarded SURA for constructing an efficient algorithm to miniaturize deep learning models used in basecalling for Nanopore Signal data in Bioinformatics. Utilized model tuning and approximation methods such as Quantization of weights and biases.

Deep Learning Bioinformatics Nanopore Signal Data Model Quantization Edge Computing

Academic Mentor

Board of Student Welfare, IITD

Oct 2022 - Present (2 years 8 months)

Tutored for the course ELL101: Intro to Electrical and Electronics Engineering, mentoring over 100 first-year undergraduate students. Provided academic support and guidance to enhance student understanding.

Academic Mentoring Electrical Engineering Tutoring

Machine Learning and Research Coordinator

Physics and Astronomy Club, IITD

Aug 2022 - Present (2 years 10 months)

Responsible for conducting several workshop events and hackathons, incorporating technical skills such as data cleaning and error correction. Researched various topics in astronomy for guest lectures, events, and team projects.

Machine Learning Research Event Management Data Cleaning

Junior Engineer

AXLR8R Formula Student, IITD

Apr 2022 - Present (3 years 2 months)

Wrote programs governing telemetry and related communication systems in C and proprietary STM compiler. Utilized protocols such as I2C and SPI for efficient data transfer.

C++ Programming STM Compiler Telemetry I2C SPI