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siddharth singh

@siddharthsingh3

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Data Scientist skilled in GenAI, NLP, and production-ready AI solutions.

India

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What I'm looking for

I am seeking opportunities that allow me to leverage my AI expertise in innovative projects, foster collaboration, and contribute to impactful solutions in a dynamic environment.

I am a Data Scientist with hands-on experience in building Generative AI, Natural Language Processing (NLP), and Retrieval-Augmented Generation (RAG)-based applications using Azure OpenAI and Google Gemini. My expertise lies in converting unstructured data into actionable business insights, collaborating with cross-functional teams, and delivering production-ready AI solutions that align with enterprise goals.

At TVS Credit, I developed an Agentic GenAI chatbot that automated the identification of state-wise collection issues, reducing manual analysis time by 80%. I also led the creation of a RAG-based Q&A system that streamlined internal processes by providing accurate answers to HR policy questions from lengthy documents. My role involved leading a team to develop an advanced fraud detection system to combat a surge in fraudulent loan applications.

Previously, at Accenture, I built a Multi-Layer Artificial Neural Network for Microsoft that enhanced the accuracy of their seller Co-pilot by 10%. I constructed a Generative AI application to analyze user prompts, extracting actionable insights from large datasets. My experience also includes delivering live AI/ML sessions to over 300 students globally, fostering their understanding of probability and statistics in AI.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

TVS Credit

Jan 2024 - Present (1 year 5 months)

Built an Agentic GenAI chatbot using OpenAI

's GPT-4o with few-shot prompting to query on customer collections data which automated the identification of state-wise collection issues, reducing manual analysis time by 80% and accelerating data-driven decision-making for the loan recovery team. Led the development of a RAG based Q&A system powered by Azure OpenAI and custom embeddings, designed to

Generative AI NLP RAG Search Python Machine Learning Deep Learning SQL

Data Scientist

Accenture

Aug 2021 - Jan 2024 (2 years 5 months)

Built a Multi-Layer Artificial Neural Network for Microsoft using PyTorch, NLP, Prompt Engineering, integrated with Azure ML, Azure Data Lake, and Azure Data Factory which enhanced the accuracy of the Microsoft seller Co-pilot by 10%. Constructed a Gen AI application using Hugging Face, Lang chain designed to analyze user prompts and extract actionable trends and insights from large datasets enhan

PyTorch NLP Prompt Engineering Data Lake Azure Data Factory Hugging Face Lang Chain Python R

Live Instructor of AI/ML

Camp K12

Jun 2020 - Aug 2021 (1 year 2 months)

Formulated and delivered live virtual sessions to 300+ students across many countries, providing them with a picturesque understanding of probability and statistics that contribute to AI. Conducted workshops for students across the globe to induce in them the curiosity for AI which in turn contributed in their long term enrollment plans, thereby increasing profits.

AI Machine Learning Probability Statistics Curriculum Development

Education

Degrees, certifications, and relevant coursework

Heritage Institute Of Technology

Bachelor of Electronics and Telecommunication Engineering, Electronics and Telecommunication Engineering

Grade: 8.83 DGPA

Completed a comprehensive curriculum focused on electronic circuits, digital signal processing, and telecommunication systems. Gained expertise in designing and analyzing communication networks and electronic devices.