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rrrohit1/README.md

👋 Hey! I'm Rohit.

Senior Applied Scientist at Accrete.AI. Working at the cross-section of Vision and Language. I have a Masters in Data Science and two degrees in Mathematics. I'm a Databricks Certified Machine Learning Associate.

Recent work

  • Built and evaluated a multi-modal agent with web, wiki, PDF, image-to-text, and transcription tools on the GAIA benchmark Icon
  • Leveraging LangGraph Agents for Recipe Generation from Visual and Textual Inputs Icon
  • Create a summarization model using GPT/Llama/BART/T5 & evaluate its performance for CPU/GPU Icon
  • Developing a Flask API that integrates a local instance of Llama3, a large language model (LLM). Icon

Brief Academic & Professional Journey

  • Senior Applied Scientist - I, Accrete.AI, India, 2024-present
  • Data Scientist, Grainger, Canada, 2022-2024
  • Master of Data Science, UBC, Vancouver, BC, Canada, 2022
  • Digital Analytics Manager, SBI Funds Management Pvt. Ltd., India, 2018-21
  • M.Sc. Mathematics, Indian Institute of Technology Bombay, India, 2018
  • B.Sc. Mathematics, Hindu College, University of Delhi, India, 2016

Projects

Miscellaneous

Certifications

1. DeepLearning.AI - Retrieval Augmented Generation (RAG) link
2. Kaggle/Google 5-Day Gen AI Intensive link
3. HuggingFace Agents Course link
4. Astronomer Certification for Apache Airflow Fundamentals link
5. Databricks Generative AI Fundamentals link
6. Databricks Certified Machine Learning Associate link
7. NVIDIA - Building Transformer-Based NLP Applications link
8. DeepLearning.AI - Machine Learning in Production link
9. Coursera - Convolutional Neural Networks link
10. HackerRank - SQL (Intermediate) link

Pinned Loading

  1. ClipScribe ClipScribe Public

    ClipScribe extracts and generates meaningful short video clips from transcripts using Whisper, chunking, and RAG for efficient retrieval and summarization.

    Python

  2. doc-analysis-agentic doc-analysis-agentic Public

    Agentic document analysis chatbot with PDF upload, chat memory, and Gradio UI powered by Gemini 2.5 Flash-Lite.

    Python

  3. genai-sous-chef genai-sous-chef Public

    A GenAI-Powered Recipe Generator from Text & Images

    Jupyter Notebook

  4. local-llm-chatbot local-llm-chatbot Public

    Lightweight local chatbot running on CPU with TinyLlama, PDF text extraction, and SQLite storage.

    Python