Skip to content
View victor369basu's full-sized avatar
:octocat:
Learning and Evolving
:octocat:
Learning and Evolving
137 followers · 56 following

Achievements

Achievement: Pull SharkAchievement: Starstruckx3

Achievements

Achievement: Pull SharkAchievement: Starstruckx3

Block or report victor369basu

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
victor369basu/README.md


Typing SVG

🧠 About Me

I'm a passionate Data Scientist and Machine Learning Engineer with a strong background in turning data into actionable insights and building intelligent systems. My journey began with a curiosity to unravel the hidden patterns in data and use them to make informed decisions.

  • 🏆 Kaggle Notebooks Master — follow along on @basu369victor
  • 🛠️ Hands-on experience with a wide range of industry-level ML/DS tooling
  • 🌐 Also enjoy dabbling in web development on the side
  • 📫 Connect with me on LinkedIn

🧬 Open Source & Community Contributions

Contributions to Keras

Featured Research
Protein Structure Prediction

✨ Project Highlights

😄 Facial Emotion Recognition

An end-to-end, real-time facial emotion recognition app built full-stack: React.js frontend, FastAPI backend, TensorFlow/Keras model, and TensorFlow.js for real-time face detection and animation in-browser.

Facial Emotion Recognition Architecture

🔗 Repository • 🎬 Demo Video

📊 QuickSight Dashboard for HuggingFace Model Monitoring on SageMaker

A solution for training and deploying a pre-trained HuggingFace model on AWS SageMaker, with an AWS QuickSight dashboard visualizing model performance and EDA — applied to classifying medical transcripts (a bio-medical NLP problem). Covers feature engineering and handling imbalanced datasets via class weights, using a custom HuggingFace trainer in PyTorch.

SageMaker QuickSight Architecture

🔗 Repository • 🎬 Demo Video

📌 Pinned Projects

📈 GitHub Stats

Victor's GitHub Stats Top Languages

GitHub Streak

Contribution Graph

🤝 Let's Connect

Pinned Loading

  1. CycleGAN-with-Self-Attention CycleGAN-with-Self-Attention Public

    In this repository, I have developed a CycleGAN architecture with embedded Self-Attention Layers, that could solve three different complex tasks. Here the same principle Neural Network architecture…

    Python 25 2

  2. Real-time-stock-market-prediction Real-time-stock-market-prediction Public

    In this repository, I have developed the entire server-side principal architecture for real-time stock market prediction with Machine Learning. I have used Tensorflow.js for constructing ml model a…

    JavaScript 646 120

  3. End2EndAutomaticSpeechRecognition End2EndAutomaticSpeechRecognition Public

    In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to m…

    Python 35 13

  4. Respiratory-diseases-recognition-through-respiratory-sound-with-the-help-of-deep-neural-network Respiratory-diseases-recognition-through-respiratory-sound-with-the-help-of-deep-neural-network Public

    Prediction of respiratory diseases such as COPD(Chronic obstructive pulmonary disease), URTI(upper respiratory tract infection), Bronchiectasis, Pneumonia, Bronchiolitis with the help of deep neura…

    Python 59 12

  5. GoogleSheetPlot GoogleSheetPlot Public

    This library helps a user to select a google sheet from their Google drive and plots a chart with the values on the sheet. The user only needs to select the column for the x-axis and the y-axis.

    Jupyter Notebook 2 1

  6. MongoDBFlask MongoDBFlask Public

    This repository explains how to create a REST API using Python and host it locally using Docker. The goal of this task is to allow the user to interact with a database of products using APIs which …

    Python 1