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Manish3451/README.md

Manish Mandal

About Me

I am a Machine Learning Engineer with a strong focus on applied AI.
I have a deep interest in world models in AI and enjoy exploring how machines can understand and simulate the real world.
I am passionate about reading research papers and staying up-to-date with the latest advancements in AI.

Skills

  • Machine Learning & Deep Learning
  • Python, PyTorch, NumPy, Pandas
  • Natural Language Processing (NLP)
  • Generative AI and Large Language Models

Projects

  • GPT-2 from Scratch: Built a GPT-2 style language model from scratch and fine-tuned it on classification tasks to detect spam and ham messages.
  • RAG-based Multi-Document Application: Developed a Retrieval-Augmented Generation application for multi-document QA.
  • Book Recommender System: Built a recommendation system using AI to suggest books based on content and user preference.

Experience

  • Hands-on experience in building and fine-tuning large language models for real-world applications.
  • Practical exposure to generative AI pipelines and implementing world models concepts.
  • Focused on applied AI solutions that combine research insights with production-ready systems.

Pinned Loading

  1. Book-Recommendation-System Book-Recommendation-System Public

    Python

  2. LLM-From-Scratch LLM-From-Scratch Public

    GPT - 2 From scratch

    Jupyter Notebook

  3. shl_assement shl_assement Public

    Rag Based Recommendation using SHL Product Catalogue

    Python 1