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UsamaI000/README.md

Hi πŸ‘‹, I'm Usama

An experienced ML & AI Engineer with over 4 years in the field, I specialize in designing and building scalable data & AI solutions that unlock actionable insights and drive business transformation. My expertise spans developing systems like AI-powered solutions, interactive chatbots, building data infrastructure, and creating robust analytics platforms.

Proficient in Python, Langchain, Crewai, LLMs, FastAPI, and Cloud Platforms, I am dedicated to delivering high-impact solutions that enhance operational efficiency and support data-driven decision-making.

If you’re looking for a results-oriented, innovative engineer who can lead AI initiatives and unlock the full potential of your data, feel free to reach out.

Profile Views

  • πŸ”­ Current Role: Senior AI Engineer at art0 (Brussels, Belgium, Remote)
  • πŸ’¬ Specialties: ML, AI, AI Agents, LLMs, Langchain, Crewai, Data Infrastructure, Cloud Platforms
  • πŸ“« Email: imusamairfan147@gmail.com
  • πŸ”— LinkedIn: Muhammad Usama Irfan

πŸ› οΈ Projects & Achievements

art0 - An Agentic Framework for Art Curators | art0 (2025 - Present)

Leading the development of art0’s AI Event Companion. Building a Multi-Agent Solution that can plan, research, and generate content using Crewai, Langgraph, and Openai. Creating in-app Host Agent that guides audience with their journey during different parts of the event and increases engagement during the live performance.

Business Pulse - An Agentic AI Analytics Platform | Venture AI (2023 - 2025)

  • An AI-powered platform to query data and generate insights.
  • Multi-Agent solutions to explore data and execute SQL queries autonomously.
  • Semantic data layer to enhance business intelligence.

Automated Call Analytics Solution | Venture AI

  • Led a team to develop an Azure-based system using Databricks, OpenAI, and Assembly AI, reducing call categorization time by 70%.

Intelligent Teaching Assistant Chatbot | Venture AI

  • Developed a chatbot using RAG and prompt engineering to help students with their queries, improving resolution time by 10%.

Enterprise Data Warehouse & Analytics Solution | Data Pilot

  • Implemented serverless ETL workflows using AWS Lambda and Glue, and optimized data storage and transformation, reducing reporting latency by 70%.

Conversational AI Assistant | Algo

  • Built a conversational AI agent and improved NER & Intent Classification accuracy to 90%, enhancing client query response times for companies like Microsoft and BestBuy.

πŸ’» Technical Skills

  • Programming & Frameworks:

    • Python, SQL, Fast API
  • AI & ML:

    • LLMs (GPT, BERT, LLaMA), NLP, Predictive Modeling, RNN, LSTM, Clustering
    • PyTorch, TensorFlow, Scikit-learn, Huggingface
    • CrewAI, Langchain, OpenAI
  • Data Engineering:

    • Serverless ETL, DBT, BigQuery, Snowflake
  • Cloud Platforms:

    • Azure (ML, Funtions, OpenAI, LUIS, Bot Framework, Blob Storage, Speech SDK, Conversational AI)
    • GCP (Big Query, Cloud Functions, Cloud Run, Vertex AI, Storage)
    • AWS (S3, Redshift, Lambda, Glue, EC2)
  • Data Visualization:

    • Power BI, Matplotlib, Seaborn, Plotly
  • Other Tools:

    • Docker, CI/CD, Git, DevOps, Agile

πŸ“ž Contact & Connect

If you are looking for consultation and collaboration, feel free to reach out

Pinned Loading

  1. CamVid-Segmentation-Pytorch CamVid-Segmentation-Pytorch Public

    This is the DL repository for Semantic Segmentation using U-Net model in pytorch library.

    Jupyter Notebook 15 7

  2. Covid19-Chest-XRay-Analysis Covid19-Chest-XRay-Analysis Public

    β€œThis repository contains code and results for COVID-19 .”

    Jupyter Notebook 3 1

  3. Basic-AutoEncoder-for-MURA Basic-AutoEncoder-for-MURA Public

    Basic Auto Encoder implementations for MURA abnormality detection in X-rays

    Jupyter Notebook 1

  4. Covid-19-Tweet-Analysis-Pytorch Covid-19-Tweet-Analysis-Pytorch Public

    Jupyter Notebook 1

  5. Named-Entity-Recognition-BERT Named-Entity-Recognition-BERT Public

    This is the repository for doing Entity Recognition using BERT model in Pytorch

    Jupyter Notebook 1

  6. Semantic-Segmentation-using-U-Net Semantic-Segmentation-using-U-Net Public

    Jupyter Notebook 1