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Akshayredekar07/README.md

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🌟 About Me

Hi there! 👋 I’m Akshay Redekar, a Machine Learning Engineer and AI Researcher passionate about building intelligent solutions for real-world automation.

💡 Core Expertise:

  • Machine Learning: Crafting predictive algorithms and utilizing deep learning for innovative automation.
  • Data Science: Interpreting complex datasets to derive meaningful insights.
  • Artificial Intelligence: Designing smart systems to address practical challenges.
  • Cloud Infrastructure: Building scalable applications while optimizing resource utilization.

🎯 Current Focus:

I am currently building a large language model (LLM) from scratch to deeply understand the nuts and bolts of LLMs and push the boundaries of advanced AI capabilities.

🌱 Forever Learning:

Continuously exploring advanced deep learning architectures, cloud computing (GCP), and AI-driven automation to push the boundaries of what's possible.

💬 Let’s Connect:

Feel free to reach out! 🚀

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🤖 Tech Stack

OpenAI Gemini GPT Transformers LangChain LlamaIndex Vector DB Agentic AI HuggingFace NLTK PyTorch TensorFlow Scikit-Learn Autoencoders GANs Stable Diffusion Reinforcement Learning FastAPI Pandas MongoDB PostgreSQL MCP Docker Google Cloud Python Git GitHub Linux

GitHub Stats

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  1. Multimodal-Deepfake-Detection Multimodal-Deepfake-Detection Public

    Multimodel deepfake detection

    Jupyter Notebook 18 3

  2. All-about-finetuning All-about-finetuning Public

    Jupyter Notebook

  3. Building-LLM-from-scratch Building-LLM-from-scratch Public

    Hands-on implementation of a GPT-style LLM from scratch. Includes notebooks and scripts for attention, pretraining, and fine-tuning on real tasks like classification and instruction following. Idea…

    Jupyter Notebook

  4. Multimodel-Agentic-RAG Multimodel-Agentic-RAG Public

    Jupyter Notebook

  5. nlp-document-intelligence nlp-document-intelligence Public

    NLP pipeline for intelligent document analysis — NER, zero-shot classification, summarization, semantic search & topic modelling using spaCy, BART, T5 & BERTopic.

    Python

  6. Customer-support-agent Customer-support-agent Public

    Python