Skip to content
View deepakjanapa's full-sized avatar

Block or report deepakjanapa

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
deepakjanapa/README.md

🧬 Biography

Computer Science graduate (Amrita Vishwa Vidyapeetham) specializing in Machine Learning, Deep Learning, and applied GenAI. Built CC-LoRA, a parameter-efficient method that adapts cardiac MRI foundation models using clinical context, in collaboration with Hospital Sant Pau during an exchange program at the Universitat de Barcelona — reaching 91.0% AUC on a 4-class cardiac diagnosis task, a 17-point lift over an image-only baseline. Also builds retrieval-augmented LLM systems and data tooling, including an enterprise RAG assistant and VizGenie, an automated EDA app. Open to AI/ML and Data Science roles across India and Europe.

⚙️ Skills

Languages & Querying

Machine Learning

Deep Learning & GenAI

Data Engineering

Data Analysis & Visualization

Tools & Platforms

📋 Publications & Awards

Title Venue
Bridging the Emotional Gap in AI: Speech Emotion Recognition for Adaptive HCI IEEE Xplore
Object Intelligence Model: Context-Aware Robotic Interaction via Object + Material Recognition IEEE Xplore
A Robust Hybrid Movie Recommendation System (Clustering + KNN + Cosine Similarity) Sigma Journal of Engineering & Natural Sciences
Federated Learning for Pregnancy Care: Smartwatch-Based Fetal Monitoring Springer

🏆 Best Paper Award — IEEE AIDE 2025  ·  🏆 Best Oral Paper — ICLED-2024, Singapore

🎓 Certifications


✍️ Medium Writings

I write on Medium, explaining ML/GenAI concepts in plain language:

I also write DJ's WealthLab, a publication on personal investing and financial literacy.

📫 janapadeepak345@gmail.com

Popular repositories Loading

  1. deepakjanapa deepakjanapa Public

    Config files for my GitHub profile.

    Java

  2. deepak-careers-website deepak-careers-website Public

    Python Development (Flask)

    HTML

  3. movie-recommendation-system movie-recommendation-system Public

    Movie Recommendation System (Content Based) Using ML and Integrated with Streamlit Python

    Python

  4. MNIST-handwritten-data-classification MNIST-handwritten-data-classification Public

    Handwritten Numbers Identification using Convolutional Neural Networks (CNN)

    Jupyter Notebook

  5. chatbot-NLP chatbot-NLP Public

    Built a Chat Bot with minimum number of Intents using Natural Language Processing (NLP)

    Jupyter Notebook

  6. HERNEST HERNEST Public

    Forked from Nikhil-coder390/HERNEST

    Your Personal Space for Menstrual Wellness

    TypeScript