Vishnu R Nair 🔬

👋🏻 Hey, I'm Vishnu. Welcome to my corner of the internet!

At Tidewater Midstream , I transformed data operations and strategic decision-making through end-to-end deployment on 360+ million records. Delivered high-impact solutions, including a 600x ETL efficiency boost and automated ETL pipeline lineage mapping, saving 4+ months of manual effort.

At Statistics Canada , I led development of Machine Learning systems forecasting Electric Vehicle adoption, analyzing 170+ million vehicle records and reduced runtime by 95%. Identified prime adoption areas to guide strategic infrastructure planning, balancing increased EV demand with potential grid impacts.

Projects

  • Secure Share : Federated Learning for Sentiment Analysis across multiple decentralized edge devices
  • Drug Me Not : Predicting High-Risk Adverse Drug Reactions based on patient information and drug characteristics.
  • Imagen: Created an end-to-end image generation web app using Stable Diffusion model, FastAPI, and Docker.
  • NBA Player Analysis : Conducted NBA player analysis using K-Means, PCA, and various ML techniques to identify top fantasy basketball players.
  • DistilYT : Developed an application to summarize YouTube videos in real-time using YouTube Transcript API and BART, reducing video-watching time.
  • HomerBot: Implemented a Discord chatbot using DialoGPT that generates Homer Simpson-style responses.
  • Ratatouille : Created a recipe generator utilizing GPT-2 to suggest recipes based on leftover ingredients.
  • FaceID : Engineered a face recognition system using Siamese Networks with minimal training data.
  • Medical Image Generation: Developed a GAN-based approach to generate brain CT scan images, overcoming data sharing barriers.
  • F1 Statistics and Analysis using Tableau : Analyzed historical F1 statistics and visualized the results using Tableau.

Blog

Volunteer Experience

  • Code for Sacramento as a Data Scientist
  • Data for Good as a Data Volunteer
  • Orcasound as a Data Scientist
  • Viz for Social Good as a Data Visualisation Volunteer

My Educational Qualifications 🎓

  • Master's in Data Science and Analytics at the University of Calgary, Alberta
  • Bachelor's in Technology in Computer Science at the Vellore Institute of Technology, India

Let's Connect 💬

If you'd like to reach out about a project, collaboration, or want to say a friendly hello, here are my socials: