Skip to content
View Pranav-Vinodh's full-sized avatar
  • NITK, Mangalore,India
  • 13:31 (UTC +05:30)

Highlights

  • Pro

Block or report Pranav-Vinodh

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.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
Pranav-Vinodh/README.md

Hi ๐Ÿ‘‹, I'm Pranav Vinodh

๐Ÿ’ป Machine Learning Research Assistant | Developer | Innovator

Typing SVG



๐Ÿข Experience

๐ŸŽ“ Research Intern โ€” VIDA Lab, NTU

๐Ÿ“… Jul 2025 โ€“ Present ยท ๐Ÿ“ Singapore ยท Remote

  • Automating infographic understanding & generation with LLMs + diffusion models.
  • Large-scale dataset curation + semantic/stylistic pattern analysis.
  • AI-assisted infographic design โ†’ reusable, code-based visualization templates.

๐Ÿงช Summer Research Intern โ€” MBZUAI

๐Ÿ“… May 2025 โ€“ Jul 2025 ยท ๐Ÿ“ Abu Dhabi, UAE

  • Built semi-supervised clustering for 3D Cryo-ET tomograms.
  • Engineered modular PyTorch pipelines for feature extraction + label refinement.
  • Improved clustering fidelity & downstream subtomogram classification.

๐Ÿ”ฌ Research Assistant โ€” Xulab, Carnegie Mellon University

๐Ÿ“… Oct 2024 โ€“ Feb 2025 ยท ๐Ÿ“ Pittsburgh, USA ยท Remote

  • Advanced ML methods for Cryo-EM/ET biomedical imaging.
  • Developed reconstruction pipelines using CryoSPARC, EMAN2, Warp.
  • Automated high-throughput tomogram analysis for structure discovery.

โš™๏ธ Machine Learning Developer โ€” IRIS, NITK

๐Ÿ“… Sep 2024 โ€“ Present ยท ๐Ÿ“ Mangaluru, India

  • Deployed ML modules into IRIS ERP (7,000+ users).
  • Built profanity detection + sentiment analysis systems.
  • Created summarization tool for 10+ years of placement data with LLaMA-7B.
  • Designing Natural Language โ†’ SQL Query system for company data analysis.

๐Ÿš€ Projects

  • ๐ŸŽฎ Vision Kinect โ†’ Hands-free Tetris game with gesture detection (YOLOv5). ๐Ÿ”—
  • ๐ŸŽฅ Movie Recommender Systems โ†’ Collaborative + content-based filtering. ๐Ÿ”—
  • โœ๏ธ Irish Poem Generator โ†’ LSTM-based text generation for poetry. ๐Ÿ”—
  • ๐ŸŒ• Lunar Lander โ†’ RL agent solving OpenAI Gymโ€™s Lunar Lander. ๐Ÿ”—
  • ๐Ÿ” Anomaly Detection โ†’ ML techniques for outlier discovery in structured datasets.

๐Ÿ› ๏ธ Tech Stack


๐Ÿ“Š GitHub Stats

Pranav's GitHub stats

Top Languages

Activity Graph


๐ŸŽ“ Education

  • ๐ŸŽ“ B.Tech. in Information Technology โ€” NIT Karnataka (2023 โ€“ Present)
    CGPA: 8.54/10
  • ๐Ÿซ High School Diploma โ€” Gems United Indian School, Abu Dhabi (2021 โ€“ 2023)
    Grade: 95%

๐Ÿ“œ Certifications

  • ๐Ÿง  Supervised Machine Learning โ€” Stanford University (Coursera)
  • ๐Ÿ”— Advanced Learning Algorithms โ€” Stanford University (Coursera)
  • ๐Ÿ“ˆ Unsupervised Learning, Recommenders & RL โ€” Stanford University (Coursera)

profile views

Popular repositories Loading

  1. application-of-anomaly-detection application-of-anomaly-detection Public

    Jupyter Notebook 1

  2. lunar-lander lunar-lander Public

    Jupyter Notebook 1

  3. Movie-Recommender-systems Movie-Recommender-systems Public

    Jupyter Notebook 1

  4. MusixQuiz MusixQuiz Public

    JavaScript 1

  5. ENVISION-TASK ENVISION-TASK Public

    Jupyter Notebook

  6. Natural-Language-Processing Natural-Language-Processing Public

    Jupyter Notebook