Aniket Soni

Accomplished Software Engineer at Green Rider Technology, specializing in machine learning and prompt engineering. Expertly designed AI prompts and fine-tuned large language models to enhance business outcomes. Demonstrated strong analytical skills and collaboration with cross-functional teams, driving continuous improvement in model accuracy and relevance. Proficient in C++ and Python.

• Programming for Everybody (Getting Started with Python), Coursera
• Web Development Masterclass, Udemy
• Cybersecurity Essentials, Cisco

I developed a cold email generator leveraging Llama 3.1 to create personalized and professional outreach emails, the system integrates LangChain for prompt orchestration and workflow management, and ChromaDB for efficient vector storage and semantic search. To make the tool user-friendly, I built an interactive Streamlit interface that enables seamless input and generation of customized cold emails. This project demonstrates my ability to design and implement end-to-end generative AI solutions, combining model integration, data handling, and front-end development. It highlights my skills in Generative AI, LLMs, LangChain, ChromaDB, Streamlit, and prompt engineering

• Developed an end-to-end machine learning pipeline to analyze patient reviews, including data scraping, cleaning, and fine-tuning BioBERT for sentiment classification
• Designed and deployed an interactive Streamlit dashboard with Plotly visualizations, enabling hospital administrators to track sentiment trends, department-level performance, and satisfaction scores for actionable decision-making