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Rohanbagulwar/README.md

Hi 👋, I'm Rohan Bagulwar

Currently pursuing Master's at the University of Florida | Data Scientist & Backend Developer

rohanbagulwar

  • 🎓 I’m currently pursuing my Master’s in Computational Data Science at University of Florida
  • 💼 3 years of professional experience in GenAI, Classical Machine Learning, Time Series Forecasting, MLOps, and Computer Vision
  • 🔭 Worked on projects in Energy, Legal AI, Finance, and Computer Vision domains
  • 🌱 Actively exploring LLM Fine-tuning, RAG Applications, and Advanced Deep Learning
  • 💬 Ask me about Python, Scikit-learn, TensorFlow, PyTorch, Keras,MLOps (AWS, Azure, GCP)
  • 📫 Reach me at [email protected]

Connect with me:

rohan-bagulwar GIF


Languages and Tools:

aws azure gcp databricks spark scikit-learn tensorflow pytorch huggingface openai yolo postgresql oracle powerbi matplotlib plotly

🛠️ Tools & Technologies

  • Cloud Platforms:
    AWS (Bedrock, App Runner, Elastic Beanstalk, Lambda, S3, EC2) • Azure (AKS, VMs, Blob Storage, Key Vault, Cosmos DB, OpenAI) • GCP (basic exposure)

  • Big Data & Processing:
    Databricks • PySpark • Greenplum • Space Time Insight (STI) • EAS Analytics Warehouse

  • Machine Learning & Deep Learning:
    Scikit-learn • XGBoost • TensorFlow • PyTorch • LSTM • Classical ML (time series, anomaly detection, clustering, churn analysis)

  • LLMs & Generative AI:
    LLaMA 2 fine-tuning • OpenAI GPT (O3, GPT-4) • AWS Nova Pro • Multimodal RAG (text + images) • Hugging Face Transformers • RAG pipelines with vector DBs

  • Computer Vision:
    YOLOv8 (detection & segmentation) • custom vision pipelines • multimodal embeddings

  • Data Engineering & MLOps:
    FastAPI (model APIs) • MLOps on AWS & Azure • pipelines for data collection → cleaning → training → deployment

  • Databases & Storage:
    SQL • Azure Cosmos DB • Vector Databases (Pinecone, FAISS, Chroma) • Oracle MDMS

  • Visualization & BI:
    Power BI • STI dashboards • Matplotlib • Plotly

  • Other Skills:
    Speech-to-text (open-source models) • Recommendation Systems • Anomaly Detection • Transformer load forecasting • RAG evaluation metrics


📌 Featured Projects

  • RAG Pipelines: Built for finance, manufacturing, and pharma use cases (Azure OpenAI, AWS Bedrock, Hugging Face).
  • 🧠 LLM Fine-tuning: Trained LLaMA 2 (7B) on domain-specific tasks and hosted locally.
  • 👁️ Computer Vision (Cobra Vision): Car damage detection and cost estimation using YOLOv8 + GPT on Azure AKS.
  • 📈 Churn & Segmentation: Built churn KPIs, clustering, and engagement insights for member datasets.
  • 🔌 Energy Analytics: Transformer load forecasting and anomaly detection using large-scale utility data.

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