Deven Kolte

I’m a final-year B.Tech IT student with hands-on experience in Data Science, Machine Learning, and Automation, focused on solving business problems with data and analytics. I’m actively seeking an entry-level role in Data Science, AI, and Machine Learning where I can turn models into practical outcomes.

In my current role as a Machine Learning Engineer - Healthcare 5.0 Project, I’m developing local and global machine learning models using a federated learning architecture and evaluating model aggregation and performance across decentralized environments.

Previously, I worked as a Data Science Intern where I assisted in building automated web scraping pipelines to support real-time analysis and predictive modeling (reducing manual data collection by ~80%), and I contributed to a WhatsApp automation tool for business owners (reducing manual workload by up to ~85%). In my projects, I’ve built an end-to-end GenAI system for medicine reminder and prescription intelligence, developed a FastAPI backend with automated voice call reminders via Twilio, fine-tuned a Transformer-based text summarizer with Hugging Face, and created a hybrid RAG-based Research CoPilot using FAISS, Sentence Transformers, and Gemini/Ollama.