Hi, I'm Rohan Bagulwar

Data Scientist & AI Engineer | MS in Computational Data Science @ UF

Building AI-driven solutions with 3+ years of experience in Generative AI, Machine Learning, MLOps, and Computer Vision across Energy, Legal AI, Finance, and Healthcare.

About Me

Education

University of Florida

Master's in Computational Data Science

2023 - Present

Certifications

  • Microsoft Certified: Azure Solution Architect
  • Databricks Gen-AI Engineer
  • DeepLearning.AI TensorFlow Developer

Research & Innovation

Patented COVID Assistant Chatbot

Developed in Marathi language using Facebook BlenderBot

Healthcare AI Research

Delirium detection in ICU patients using LLaMA-based models

Legal RAG Chatbots

Published research on retrieval-augmented generation for legal applications

Professional Experience

Volunteer ML Researcher – I-Heal Lab

University of Florida | 2023 - Present
  • Working on delirium detection in ICU patients using U.S. healthcare data
  • Fine-tuning LLaMA-based models with LoRA/QLoRA for classification tasks
  • Advancing healthcare AI solutions using Hugging Face Transformers

Associate Data Scientist

Celebal Technologies | Jun 2023 - Jun 2025
  • Developed and deployed AI/ML models for energy, manufacturing, and finance clients
  • Built LLM pipelines (RAG chatbots, fine-tuning LLaMA, embeddings search)
  • Designed computer vision systems for car damage detection and industrial safety

Software Engineer - Computer Vision

Zestiot Technologies | Sep 2022 - Nov 2022
  • Designed object detection pipeline for manufacturing live cameras, deployed on local infrastructure and Jetson Nano edge devices
  • Managed end-to-end deployment and monitoring for resilient computer vision services across distributed edge deployments

Junior Data Scientist

iNeuron.ai | Sep 2021 - Aug 2022
  • Worked on classical ML, time series forecasting, and MLOps PoCs for various client projects
  • Explored new MLOps tools and implemented proof of concepts around ML lifecycle management
  • Resolved 150+ weekly data science queries from model development to deployment

Featured Projects

Vision analytics

Computer vision solution for car garages that detects dents and damages from video using YOLOv8 + GPT, deployed on Azure AKS with automated cost estimation.

Computer Vision YOLOv8 Azure AKS

Energy Analytics

Electric Transformer load forecasting and anomaly detection using large-scale utility data, improving energy planning and reducing costs.

Time Series Forecasting Anomaly Detection

Finance RAG Chatbot

Voice-enabled RAG chatbot for financial documents with speech-to-speech capability, deployed on Azure with FastAPI backend and AI Search.

LLMs RAG Azure

Industrial Safety System

Real-time safety detection system for manufacturing plants using custom YOLO models to detect PPE compliance and hazard zones.

YOLO Real-time Azure

Energy Forecasting on Databricks

End-to-end energy forecasting solution handling 400TB+ data, implementing LSTM/ARIMA models to predict transformer load and optimize grid operations.

Databricks Time Series LSTM

Agentic RAG for Finance

Multi-agent RAG solution for financial institutions with document parsing, semantic chunking, and specialized agents for compliance and query answering.

RAG LangChain Azure

Technical Skills

Cloud & MLOps

AWS (Bedrock, S3, Lambda) Azure (AKS, Cosmos DB) GCP Databricks FastAPI Docker CI/CD

ML/DL

Scikit-learn TensorFlow PyTorch XGBoost LSTM YOLOv8 Hugging Face

LLMs & GenAI

RAG Pipelines LLaMA Fine-tuning OpenAI GPT Vector DBs LoRA/QLoRA Embeddings

Get In Touch

Have a project in mind or want to discuss potential opportunities? Feel free to reach out!