Utkarsh Dabholkar

• Engineered modular AI agent system with CrewAI, Gemma2 and Ollama, boosting contextual understanding by 60%
• Developed autonomous AI agents (Content Planner and Content Writer) that increased content production efficiency by 75%
• Reduced manual labor hours by 60% and enhanced data privacy by processing all tasks locally

• Developed insights from 107,000 developer interactions, providing data-driven guidance for optimizing AI-driven tools
• Discovered 16 single-turn and 8 multi-turn interaction types, illuminating GenAI's developer productivity impact
• Researched and integrated the latest NLP advancements into the GPT API, resulting in a 20% increase in response accuracy

• Achieved a 20% increase in response accuracy by integrating Chroma (vector) DB data retrieval with Open AI API
• Amplified user experience by adding buffer memory, increasing contextual relevance by 30% in multi-turn conversations

• Outperformed larger models in ROUGE-2 by 66%, highlighting improved accuracy in capturing finer details of dialogues
• Achieved a 20% higher ROUGE-1 score compared to larger models (e.g., T5 Large), demonstrating enhanced content overlap in summaries

• Developed an interactive dashboard with Plotly Dash that displays the daily life and movement of 1000 residents in Engagement Ohio.

• This project provides a detailed statistical analysis of the Boston housing market using R, examining relationships between property characteristics and median home values.

• "Fos classification" is an innovative deep learning project that developed a system for the classification of figures of speech.

• This project tackled the $40B problem of early hospital readmissions by building a scalable ETL pipeline and engineering 50+ attributes for actionable insights.

Programming

Databases

Data Visualization

Data Science & Analytics Frameworks

Cloud technologies

Big Data Technologies

AI tools

Data Science & Analytics

Blockchain Ecosystem for Credit Transfer in Education

We developed a secure, blockchain-based system to enhance credit transfer in educational institutions. We implemented a decentralized smart contract to convert and transfer student credits as tokens in a blockchain wallet, leveraging public key encryption and hashing for robust security.

Unlocking the Power of CrewAI with Ollama and Gemma2: A Comprehensive Guide to Agentic Automation

This article explores the integration of CrewAI with Ollama and Gemma2 for advanced agentic automation, providing a comprehensive guide to leveraging these technologies.