Subhadeep Jana

Subhadeep Jana

Graphic Designer

Followers of Subhadeep Jana628 followers
location of Subhadeep JanaBloomington, Indiana, United States

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  • Timeline

  • About me

    Research Assistant @ Luddy SICE | IUB | Seeking Full-time SDE/ML Roles

  • Education

    • Government College Of Engineering and Ceramic Technology

      2017 - 2021
      Bachelor of Technology - BTech Computer Science 9.07 / 10.00

      Activities and Societies: CodeChef GCECT Chapter Coursework:1st Semester: Engineering Physics, Engineering Chemistry, Mechanical Sciences, Basic Electrical Engineering2nd Semester: Computer Programming, Basic Electronics Engineering, Engineering Mathematics3rd Semester: Data Structure and Algorithm, Probability and Statistics, Computer Organization, Digital Logic4th Semester: Graph Theory and Combinatorics, Automata Theory, Microprocessor5th Semester: Operating System, Artificial Intelligence, Database Management Systems… Show more Coursework:1st Semester: Engineering Physics, Engineering Chemistry, Mechanical Sciences, Basic Electrical Engineering2nd Semester: Computer Programming, Basic Electronics Engineering, Engineering Mathematics3rd Semester: Data Structure and Algorithm, Probability and Statistics, Computer Organization, Digital Logic4th Semester: Graph Theory and Combinatorics, Automata Theory, Microprocessor5th Semester: Operating System, Artificial Intelligence, Database Management Systems, Object Oriented Methodologies6th Semester: Java Programming, Software Engineering, Design and Analysis of Algorithm7th Semester: Internet and Web Programming, Distributed Computing System, Information and Coding Theory8th Semester: Cryptography and Information Security, Operation Research Show less

    • Indiana University Bloomington

      2022 - 2024
      Master of Science - MS Computer Science 3.87 / 4.00

      Activities and Societies: Humraah at IU (Indiana University’s South Asian Fusion Acapella Group) Coursework:1st Semester: Applied Algorithms, Elements of Artificial Intelligence, Software Engineering I2nd Semester: Applied Machine Learning, Applied Database Technologies, Time Series Analysis3rd Semester: Security for Networked Systems, Computer Networks, Music Data Mining4th Semester: Independent Study

  • Experience

    • CodeChef GCECT Chapter

      May 2020 - Jun 2021
      Graphic Designer

      • Part of the Media and Outreach Team and supervised design requirements of the organization.• Designed posters, banners, certificates, and souvenirs for inter-collegiate competitions and events.

    • IXXO Lambda Vision

      Oct 2020 - Jun 2022
      Software Engineer

      • Developed a ReactJS-based dashboard for a used car marketplace capable of detecting key physical features of a car through computer vision and image processing, boosting year-over-year site visitors 2x times.• Engineered a Flask-based backend to serve a YOLOv3 object detection model as a REST API and deployed on AWS EC2. Conducted thorough unit and integration testing using Pytest achieving 75% code coverage.• Designed an AWS Lambda pipeline on Python to automate feature extraction from 8000+ car images stored in an S3 bucket, ingesting data into a PostgreSQL database for model training and achieving mean Average Precision (mAP) of 0.86.• Enhanced color detection accuracy by 30% leveraging histogram equalization and color clustering techniques from OpenCV, scikit-image. Collaborated in a cross-functional Agile team of 7 for feature integrations, reducing deployment time by half. Show less

    • Indiana University Bloomington

      Feb 2024 - now
      Research Assistant

      • Architected a cognitive experiment on JavaScript and jsPysch to study imminence and recency perception in humans, hosted using psiTurk on Amazon MTurk for real-time data collection.• Improved trial accuracies by integrating balanced probe distribution and real-time accuracy feedbacks. Created custom Flask APIs to store trial results in a MySQL database.

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Subhadeep Jana
      2nd Position in IU’s CRNY Data Visualization Competition Center for Cultural Affairs, Indiana University Bloomington Dec 2023 • Engineered a data analytics and visualization dashboard on the Creatives Rebuild New York (CRNY) dataset using Python and Streamlit.• Utilized NumPy and pandas to preprocess 50,000 data points and derive insightful metrics; visualizing them using matplotlib, seaborn, plotly, altair, and ggplot.• Awarded a scholarship of $1500.
    • Awarded to Subhadeep Jana
      Merit Scholarship M. C. Kejriwal Vidyapeeth Jul 2015 • Awarded a merit scholarship of 30% by school management for scoring 96.2% in I.C.S.E. 2015.
    • Awarded to Subhadeep Jana
      2nd Position in Talent Hunt Competition in A.I.M 2015 Rotary Club of Calcutta Jun 2015 • Secured 2nd position for beatboxing in Talent Hunt Competition in A.I.M 2015, organized by the Rotary Club of Calcutta.