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hemantsingh11/README.md

Hi there 👋, I'm Hemant

I’m an AI Engineer passionate about building cutting-edge AI solutions and leveraging data-driven approaches to solve complex problems. With experience across multiple sectors, including academia, finance, and tech, I have developed expertise in Machine Learning, Deep Learning, Generative AI, and Data Science. I'm also an avid researcher with a few publications under my belt, and I aspire to make a lasting impact on a global scale as a future leader in AI.

💡 A bit about me:

  • 🔭 Current Role: Generative AI Engineer at IDEA BY DESIGN CORP.
  • 🎓 Education:
    • Master’s in Computer Science, Boston University
    • Bachelor’s in Computer Science & Engineering, KIIT University
  • 🌱 Recent Work:
    • Agentic AI: Designed, developed and deployed an agentic AI platform via Azure AI Foundry, Cosmos DB, Microsoft Autogen agentic LLM framework with microservices and CI/CD.
    • NLP & Generative AI: Worked extensively with OpenAI, BERT, LLaMA3.1, Phi-3, and Mistral models for diverse NLP tasks to generate actionable insights.
    • RAG Application: Developed and deployed custom teaching assistant chatbot using LLM frameworks on Azure, leveraging Retrieval-Augmented Generation (RAG) techniques.
  • 💼 Experience: Previously worked as a Software Engineer at Amazon and Deloitte, where I automated testing processes and optimized quality assurance pipelines.

💻 Technologies & Tools I use:

Languages:

Python Java SQL NoSQL

Machine Learning & AI:

PyTorch TensorFlow Scikit-learn Transformers LLaMA OpenAI LangChain Huggingface

Cloud & DevOps:

AWS Azure GCP Docker

Other Tools:

ChromaDB Microsoft Autogen Chainlit JIRA Git

🔬 Key Projects:

  • RAG based chatbot on Chainlit and Azure: A RAG (Retrieval-Augmented Generation) based chatbot using Chainlit, LangChain, OpenAI embeddings, and ChromaDB that can be containerized and deployed to Azure Container Apps with Microsoft Entra ID authentication.
  • Analysis of Gun Violence in Boston: Using GeoPandas and advanced time series forecasting to identify patterns in police records to assist the city council in strategic interventions.
  • Deepfake Discrimination: Built an ensemble model to detect AI-generated images, achieving 0.95 accuracy in a competitive setting.

🏆 Publications:

📫 How to reach me:

🌟 Let’s build something amazing together!

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