Skip to content
View vishugp's full-sized avatar
✌️
LITE
✌️
LITE

Highlights

  • Pro

Block or report vishugp

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 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
vishugp/README.md

👋 Hello, I'm Vishwanath Guruvayur

I’m a Data Scientist & AI Researcher transforming complex data into intelligent systems that create financial and human impact.
With an M.S. in Data Science from University of Virginia and a Bachelors from BITS Pilani, I focus on multimodal AI frameworks, predictive ML models, and solving challenging business problems.

💼 Experience (Highlights)

🔗 Full Experience & Resume

🚀 Featured Projects

LLMs, Text & RAG

  • 🌱 GraphRAG-based ChatBot (ongoing project) - R&D of temporal-linked retrieval of classroom content embeddings.
  • 🧠 Multimodal RAG Research - Capstone integrating text, slides & video for educational retrieval.
  • 📖 Mahabharata Text Analytics - NLP analytics on 1.8M word corpus.
  • 📚 LLM Fine-Tuning Experiments - PEFT fine-tuning (LoRA, QLoRA, Prefix, IA³) for CommonsenseQA.

Computer Vision, Robotics & Deep Learning

Predictive Analytics & Simulations

Creative Hobby Projects

🔬 Skills & Expertise

ML & AI: Transformers, LLMs & RAG, NLP, Recommenders, Predictive Modeling
Engineering & Data: Python, SQL, Spark, MLOps, Data Pipelines, Cloud (AWS, Databricks, Azure)
Research & GenAI: Multimodal AI, PEFT Methods, Commonsense Reasoning
Visualization: Power BI, Plotly, Seaborn, Dash, Interactive Dashboards
Creative & Exploratory: Audio signal processing, Music AI, Game Simulations

📫 Let's Connect!

📧 Mail | 💼 LinkedIn | 🌐 Portfolio | 🐈‍⬛ GitHub

Turning algorithms into impact, one project at a time.

Pinned Loading

  1. Comparative_LLM_FineTuning Comparative_LLM_FineTuning Public

    Forked from MSDS-Capstone-Project/LLM_FineTuning

    LLM Final Project - Fine Tuning LLMs using LoRA and Q-LoRA to improve performance and safety

    Jupyter Notebook

  2. MultiModalRAG MultiModalRAG Public

    Forked from MSDS-Capstone-Project/MultiModalRAG

    Using Educational Data to Explore Multimodal (Audio, Video, & Text) LLM Retrieval Techniques

    HTML

  3. MusicMandala MusicMandala Public

    Network Graph of Music

    Jupyter Notebook

  4. Trip Trip Public

    JavaScript