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Hello, I'm

Subhadeep Jana

Developer & Designer

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About Me

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Software Dev

2+ Years

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Graphic Design

4+ Years

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Content Creation

5+ Years

Passionate software developer and designer with a knack for tackling problems with elegant optimized solutions. An enthusiast of web development, machine learning, computer vision, and multimedia arts; I like blending technical prowess with a creative touch. Dedicated to continuous learning and engineering impactful value-driven products.

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Academics

Masters

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M.S. in Computer Science

Indiana University Bloomington

Aug 22 - May 24

CGPA: 3.87/4.00

Bachelors

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B.Tech. in Computer Science

G.C.E.C.T

Aug 17 - July 21

CGPA: 3.63/4.00

I.S.C

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Higher Secondary

M. C. Kejriwal Vidyapeeth

2017

Score: 91.5%

I.C.S.E

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Secondary

M. C. Kejriwal Vidyapeeth

2015

Score: 96.2%

Explore My

Skills

Languages

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Python

Advanced

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Java

Intermediate

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C++

Intermediate

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JavaScript

Basic

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SQL

Intermediate

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NoSQL

Basic

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HTML

Advanced

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CSS

Advanced

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Bash

Basic

Databases

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MySQL

Advanced

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PostgreSQL

Basic

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MongoDB

Basic

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PineconeDB

Basic

Frameworks

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Flask

Intermediate

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React

Intermediate

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OpenCV

Advanced

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Librosa

Intermediate

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TensorFlow

Basic

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scikit-learn

Intermediate

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Keras

Basic

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Pytest

Basic

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PyMongo

Basic

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jsPsych

Basic

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psiTurk

Basic

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Streamlit

Intermediate

Tools

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Git

Intermediate

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VS Code

Advanced

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Jupyter

Advanced

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Eclipse

Basic

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Postman

Basic

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PowerBI

Basic

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JIRA

Intermediate

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Docker

Basic

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Photoshop

Advanced

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Premiere Pro

Advanced

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Lightroom

Advanced

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Tableau

Basic

Traverse My

Certifications

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Solution Architect Associate (CAA-03)

AWS

Jun 2024

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Neural Networks and Deep Learning

deeplearning.ai

Mar 2020

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Machine Learning - Stanford University

Coursera

Sep 2019

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Advanced Computer Vision with TensorFlow

deeplearning.ai

Oct 2021

Dive Into My

Experience

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Research Assistant

Indiana University Bloomington

Jan 2024 - Present

• Architected a web-based cognitive experiment using JavaScript and jsPysch to study imminence and recency perception in humans, analyzing the correlation between the two cognitive processes.

• Deployed the experiment on a Linux server using psiTurk and leveraged Amazon MTurk for data collection. Utilized a custom PHP script and jQuery to store 1000+ experiment results on the server.

• Improved accuracies by 35% by integrating a balanced probe distribution in the experiment, modifying key timeline parameters like inter-probe duration, and generating real-time accuracy feedbacks at regular intervals.

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Shift Supervisor

IU Dining

Aug 2023 - April 2024

• Led a team of part-time food service workers at IU Dining, overseeing daily operations, assigning tasks, handling inventory, and running the cashier to ensure smooth workflow and uphold high customer service standards.

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Software Engineer Intern

Lambda Vision IXXO

Jan 2021 - Feb 2022

• Developed a Flask-based dashboard to detect key physical features of a car through computer vision, image processing, and region-of-interest localization. Collaborated in a cross-functional Agile team of 5.

• Trained a YOLOv3 object detection model using TensorFlow and labeled 8000 images using Visual Object Tagging Tool (VoTT) to enhance detection accuracy. Conducted unit and integration testing using Pytest achieving 75% code coverage.

• Enhanced car color detection accuracy to 85%; leveraging histogram equalization, contour detection, color clustering, and color mapping from OpenCV, scikit-image, and Pillow.

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Graphic Designer

CodeChef GCECT Chapter

Aug 2019 - Jul 2020

• Supervised graphic and media design requirements of the organization as member of the Media and Outreach Team.

• Designed posters, banners, certificates, and souvenirs for inter-collegiate competitions and events, using Adobe Creative Cloud, Figma, and Canva.

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Head of Design

GCECT Students' Welfare Association

Jan 2019 - Apr 2019

• Served as Core Committee member, assisting in the coordination and organization of events such as career and tech fairs; also contributing to the frontend development of the college fest website using ReactJS.

• Conceptualized and produced diverse design assets, including logos, brochures, banners, posters, souvenirs, and merchandise for various social events and fests. Worked as a videographer for Jagriti 2019, the annual cultural fest of GCECT Kolkata.

Browse My

Projects

Music Genre Classification

Python, Librosa, OpenCV, TensorFlow, Keras


Comparative analysis of 10+ machine learning models for music genre classification, including tree-based, probabilistic models in scikit-learn, and neural network models in TensorFlow.

Paper

RAG Chatbot for Productivity

ReactJS, Express.js, PostgreSQL, PineconeDB


Task management web app with an integrated RAG chatbot for enhanced productivity, utilizing Mistral-7B LLM with Hugging Face Embeddings and PineconeDB.

Github

PageTurner

ReactJS, TailwindCSS, Sanity CMS, CometChat API


Interactive social media website for bibliophiles to share their love of books and connect with fellow book readers, with CRUD features, scrollable feed, and chat functionality.

Demo

Artify: Neural Style Transfer

Flask, PyTorch, OpenCV, MongoDB


Flask web app to blend images with 8 artistic styles, leveraging PyTorch and OpenCV to load a VGG-19 CNN model for image processing, with MongoDB as backend.

Github

MuSE

Streamlit, Python, OpenCV, PlacesCNN, MusicGen


Streamlit web app to generate music for short form videos based on scene analysis; using OpenCV, PlacesCNN, and MusicGen.

Article

Generative Travel Chatbot

Python, NLTK, TensorFlow, Keras


Generative type travel chatbot using Natural Language Processing and Seq2Seq (Encoder-Decoder) model, which can answer basic queries on Kolkata tourism.

Paper

Valorant Win Predictor

scikit-learn, Selenium, BeautifulSoup


Predictive modeling to determine the winner of a Valorant match using features like kills, deaths, assists, K/D ratio, and average combat score.

Github

No-Contact Doorbell

Python, OpenCV


No-Contact doorbell working on principles of hand and palm detection, utilizing countour analysis and background subtraction with OpenCV.

Github

StockHive

Streamlit, Python, statsmodel.api


Streamlit-based stock data forecasting and visualization webapp, utilizing ARIMA, SARIMA, and AutoReg forecasting algorithms.

Github

GameScope

Streamlit, pandas, Plotly, Folium


Data visualization macroscope for tracking global video game sales and region wise bestsellers, created using Streamlit, Plotly, and Folium.

Github

Sentiment Analysis

Python, NLTK, scikit-learn


Sentiment analysis on IMDb Movie Reviews dataset using Natural Language Processing, classifying them into positive or negative.

Github

S.O.D.A.S

Python, OpenCV


An ideation of an object detection based navigation algorithm for autonomous air vehicles, for collision avoidance and path optimization.

Github

See My

Publications

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Comparative Study of OpenCV Inpainting Algorithms

Global Journal of Computer Science and Technology: Interdisciplinary, Vol. 21, Issue. 2, pp. 27-37

Aug 2021

Paper

• Presented a comparative study of the various digital inpainting algorithms provided by OpenCV (a popular image processing library) and also identified the most effective inpainting algorithm based on Peak Signal to Noise Ratio (PSNR), Structural Similarity Index (SSIM) and runtime metrics.

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A Study on Music Genre Classification using Machine Learning

International Journal of Engineering Business and Social Science, Vol. 1, Issue. 4, pp. 308-320

Apr 2023

• Analysis of 10+ machine learning models for music genre classification, including tree-based, probabilistic models in scikit-learn, and neural network models in TensorFlow, achieving 90% test accuracy with hybrid CNN-RNN architectures using LSTM.

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Proposal of a Generative type Travel Chatbot using Seq2Seq model

International Journal of Computer Sciences and Engineering, Vol. 8, Issue. 12, pp. 21-26

Dec 2020

• Proposed a Generative-type travel chatbot utilizing Natural Language Processing and Seq2Seq (Encoder-Decoder) model with LSTM for Kolkata tourism.

Dive Into My

Creatives

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SubtreX

YouTube

• Content creation on myriad of topics like study abroad, travel, cinematics, and lifestyle; with a vision to teach and inspire my viewers to be creative and value-driven.

• Garnered 2600+ subscribers, 3M+ impressions, and 315K+ lifetime views on the channel.

• Generating 10K+ monthly views and 4.5K+ monthly unique visitors on the channel.

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subtrex

Instagram

• Showcasing my art, doodles, and design concepts, along with documenting my travel and lifestyle experiences in form of engaging reels or carousels.

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subtrexvisuals

Instagram

• Creating visual stories and cinematics suited for short form video storytelling, along with photography and aesthetic frames.

Project 1

Lifestyle

I love to showcase my day to day activities and content creation journey, along with lessons for productivity and personal growth.

Project 1

Travel

An aspiring globetrotter, my love for nature, landscapes, and stories takes me to places which I love to capture with my own creative eye.

Project 2

Cinematics

I am a huge enthusiast of cinema, films, and still frame videography, and document my experiences and life journey as if a movie.

Project 3

Study Abroad

I make content on a variety of study abroad topics to help international students achieve their dream student life.

Project 1

Doodle

Bold and vibrant expression of oneself is something I am passionate about, and doodling allows me to do just that.

Project 1

Musings

My strangest, deepest inner thoughts and lessons that I try to document and bring forward to people and provide value.

Project 2

Art

I love to draw, sketch, and hatch with a pen and a notebook, and express my appreciation for the world around.

Project 3

History

It always baffles me where do we come from and what's next, craving to learn more about our ancient civilizations and old ways.

Glance At My

Awards and Achievements

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2nd in CRNY Data Visualization Competition

Indiana University Bloomington

Dec 2023

• Secured 2nd position and awarded $1500 for developing a visualization dashboard in the CRNY (Creatives Rebuild New York) Data Visualization competition hosted by IU Center for Cultural Affairs.

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1st at IUPUI Diwali Showcase 2022

Indiana University–Purdue University Indianapolis

Sep 2022

• Secured 1st position as member of Hum@IU, IU Bloomington's premier Indian fusion acapella group.

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30% Merit Scholarship for Excellent Academic Performance

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.

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2nd in Talent Hunt at A.I.M 2015

Rotary Club of Calcutta

Jun 2015

• Secured 2nd position for beatboxing in Talent Hunt competition at A.I.M 2015, organized by the Rotary Club of Calcutta.

Get in Touch

Contact Me