Yash Soni
@yashsoni
AL & ML Engineer at Samta Infotech Pvt. Ltd.
Nagpur, Maharashtra, India
Yash Soni is an AL & ML Engineer at Samta Infotech Pvt. Ltd. with expertise in developing AI-driven systems, including NL-to-SQL conversion tools and RAG-based automation systems. He is proficient in FastAPI, LangChain, and multi-agent orchestration. Yash holds a B.Tech in Civil Engineering and has completed advanced training in Full Stack Data Science and AI.
Experience
AL & ML Engineer
Samta Infotech Pvt. Ltd.
Developed ReporterG for iDIGI Bank, an AI-driven system that converts natural language queries into executable SQL on live banking data. Implemented scalable APIs using FastAPI and orchestrated workflows with LangChain and LangChain SQL Toolkit. Designed a multi-agent system with dedicated tools for NL-to-SQL conversion and data visualization, and utilized FAISS for response caching. Engineered a Risk Questionnaire Automation System for AIRO, transforming historical Excel-based Q&A data into an intelligent retrieval system using RAG architecture with Qdrant vector database and LangGraph-based multi-agent orchestration.
AL & ML Engineer TDP(Talent Development Program)
Samta Infotech Pvt. Ltd.
Developed a Resume Scorecard Tool using GPT-4o-Mini to evaluate resumes against job descriptions, leveraging LangGraph for multi-step LLM workflow orchestration. Designed and exposed REST APIs using FastAPI, and deployed the system on a DigitalOcean droplet. Developed a chatbot using the Gemini-1.5-Flesh model and leveraged the LangChain module for memory management.
Education
Ujjain Engineering College, Ujjain
Bachelor of Technology
Civil Engineering
AlmaBetter
Full Stack Data Science and AI
Data Science and AI
Cohort Durban. Developed proficiency in Python, Machine Learning, Power BI, Excel, and PostgreSQL for building intelligent solutions and managing scalable data systems.
Licenses & Certifications
Machine Learning
STANFORD University
Neural Networks and Deep Learning
DeepLearning.AI
Full Stack Data Science
AlmaBetter