Hello there! 👨💻 I'm Mukund, an AI and Machine Learning enthusiast, currently spearheading innovative developments at TCS. With a solid foundation laid during my graduation from NIT Patna, where I achieved a commendable CGPA of 8.51, I've embarked on an exhilarating journey into the realms of AI, ML, Gen AI, Agentic AI.
My primary interests lie in the fascinating domains of:
- Machine Learning Engineering 🤖
- Artificial Intelligence 🧠
- Software Development 🚀
- Developed a Retrieval-Augmented Generation (RAG) system using Flask, integrating an extractor, context finder, and OpenAI LLM endpoint.
- Created high quality screen recorder
- Developed Pipeline for creating dynamic Agents as per the user requirement from the prompts using LangGraph and Autogen framework.
- Developed python app with FastAPI and VoIP to handle incoming calls, sending them to a server for processing, and responding with AI-generated replies
- Implemented Automatic speech Recognition, intent detection, slot filling and Text to speech for incoming voice call and reply with AI generated audio reply.
- Description: An ask-from-doc application lets users upload documents and ask questions in natural language. It quickly reads the document and provides precise answers by extracting relevant information, making it easy to find specific content without manual searching.
- Technologies Used: OpenAI, OpenAI Embedding, Azure, ChromaDB, Python, GenAI, Streamlit.
- Description: Used comditional GAN for data augmentation to reduce biasness of the dataset.
- Technologies Used: Python, NLP, Tensorflow, GloVe, CNN, Numpy.
- Description: Solve sudoku by scanning the image of sudoku.
- Technologies Used: Flask, CNN, CV2, Computer vision, HTML, CSS, JavaScript, Tensorflow.
Feel free to explore my repositories for a closer look at these projects and more!
I have successfully navigated through various computer science and engineering courses, gaining a strong foundation in both theoretical concepts and practical applications. My academic journey has equipped me with the skills to tackle complex problems and devise innovative solutions.
- Skills : Generative AI, OpenAI, Natural language processing, Natural language understanding, Transformers, Large language model, Artifitial intelligence, Machine learning, Agentic AI, Software Engineering, Computer vision, Audio processing.
- Programming Languages : Python, C++.
- Machine Learning and Artificial Intelligence Libraries: TensorFlow, PyTorch, Sci-kit learn, LangChain, OpenAI, LangGraph, Autogen.
- Database Management: SQL, ChromaDB, MongoDB.
- Cloud Technology: Azure.
- Earned 4⭐ on codechef and solved more than 500 DSA questions on leetcode.
- Earned 5⭐ for python, c++ languages and 5⭐ for SQL on hackerrank.
Feel free to reach out if you have any questions, collaboration opportunities, or just to connect. Let's build something amazing together! 🚀
Thank you for visiting my GitHub profile! 😊