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Tekraj15/README.md

Hi πŸ‘‹, I'm Tek Raj Awasthi

An AI & Machine Learning Engineer hailing from the land of Majestic Mountains who loves to find the Altitude of data and leverage its full potential.

tekraj15

  • πŸŽ“ Pursuing MS Data Science with a major in AI & ML at Friedrich-Alexander University, Erlangen, Germany
  • πŸ§‘β€πŸ’» πŸš€ Technical Skills: Python, AWS, SQL, PostgreSQL, Pinecone VectorDB, Machine Learning, Deep Learning, MLOps, ETL, Data Pipeline development, Chatbot Development, Generative AI, RAG, LLM
  • πŸ’» πŸ› οΈ Framework/tools: PySpark, Numpy, Pandas, Scikit-learn, TensorFlow, PyTorch, RASA, Flask, Apache Spark, Apace Airflow, MlFlow, DagsHub, DVC, LangChain

πŸš€ Currently building around Language Models, RAG, Agentic AI, and advanced Deep Learning.

🌊 Diving into the depths of Reinforcement Learning, LLM Fine-Tuning, LLM Distillation, etc.

dotpyarmy tekrajawasthi15 @tekrajawasthi15

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  1. Ecommerce-Support-Agentic-RAG Ecommerce-Support-Agentic-RAG Public

    Hybrid LLM and Agentic RAG Powered E-commerce Customer Support Chatbot built with Langchain, Pinecone Vector DB, Rasa chatbot framework and, integrated with DeepSeek-r1

    Python 2 1

  2. LLM-and-RAG-Powered-MedBot LLM-and-RAG-Powered-MedBot Public

    LLM and RAG suported Medical ChatBot based RASA Dialogue management and Medical Knowledge Base, equipped with Intelligent Query Routing, Sefety Validation, and Self-correction.

    Python 3

  3. JobMatcher-AI JobMatcher-AI Public

    JobMatcher AI is a semantic search job matching platform that combines Hybrid Similarity(Heuristic Score and Semantic Similarity) with Transformer models to recommend the best-matching jobs tailore…

    Python

  4. QLoRA-MiniSAM QLoRA-MiniSAM Public

    A lightweight, 4-bit quantized, and LoRA-adapted version of the Segment Anything Model (SAM) tailored for medical image segmentation (MIS)

    Python

  5. XplodeContent-AI XplodeContent-AI Public

    Predict Engaging/Viral Content on X (Twitter) Using Hybrid AI Models - combining BERT's NLP power and XGBoost's structured data efficiency.

    Python

  6. RealTimeSignLanguageRecognition RealTimeSignLanguageRecognition Public

    Applied SSD integrated with MobileNet model for object (sign gestures) detection and recognition and the model is trained using Transfer Learning, with the aim to develop a web app for real-time AS…

    Jupyter Notebook 5