ANKIT SINHA

Aspiring AI & ML Engineer | Data Analyst Intern

Navi Mumbai, IN.

About

Aspiring AI & ML Engineer with a robust foundation in banking analytics and hands-on experience in developing AI-powered systems. Proficient in leveraging Python, LangChain, and OpenAI APIs for data visualization, predictive modeling, and advanced LLM tool creation. Dedicated to applying data-driven solutions to solve complex real-world business challenges and drive impactful outcomes.

Work

RBL Bank

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Data Analyst Intern

Mumbai, Maharashtra, India

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Summary

As a Data Analyst Intern at RBL Bank, Ankit Sinha analyzed key banking metrics to refine campaign strategies, developed dashboards for portfolio management, and modeled customer behavior to drive retention.

Highlights

Analyzed critical onboarding metrics, including conversion rates, P&L, and book size, to strategically refine and optimize bank-wide campaign strategies.

Developed and deployed interactive Tableau dashboards for real-time portfolio tracking and attrition analysis, enhancing data visibility for stakeholders.

Modeled sophisticated customer retention and retargeting strategies, identifying high-value segments for targeted marketing initiatives.

Delivered actionable marketing analytics insights by leveraging advanced SQL queries and UTM tracking, directly contributing to campaign performance optimization.

Heavy Water Plant (Dept. of Atomic Energy)

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Engineering Intern

Alibag, Maharashtra, India

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Summary

As an Engineering Intern at the Heavy Water Plant, Ankit Sinha optimized chemical plant processes through rigorous safety and risk assessments, while also mastering process optimization techniques and compliance protocols.

Highlights

Optimized critical chemical plant processes by conducting comprehensive industrial safety and risk assessments, enhancing operational efficiency and ensuring adherence to stringent safety standards.

Applied advanced process optimization techniques to improve system performance, contributing to a more robust and efficient operational framework.

Mastered and implemented complex compliance protocols, ensuring all processes met regulatory requirements and minimizing operational risks.

Education

Indira College of Engineering and Management, Pune

Pune, Maharashtra, India
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Bachelor of Engineering (B.E.) Mechanical Engineering

RCF High School

Alibag, Maharashtra, India
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Higher Secondary Certificate (HSC) General Studies Grade: 70.8%

ST Mary's Convent School

Alibag, Maharashtra, India
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Secondary School Certificate (SSC) General Studies Grade: 85.2%

Certificates

Complete Data Analyst Bootcamp

Udemy

Tableau A-Z

Udemy

Data Science Complete Course

Udemy

Python for Jupyter

Udemy

Skills

Programming Languages & Tools

Python, SQL, Tableau, Power BI, Excel, Flask, FastAPI, Streamlit, Jupyter.

Machine Learning & Data Science

Regression, Classification, Clustering, Predictive Modeling, Data Visualization, Data Analytics, Marketing Analytics.

Artificial Intelligence & LLMs

LLM Development, Prompt Engineering, LangChain, OpenAI APIs, RAG (Retrieval-Augmented Generation), ChromaDB, Semantic Search, Document Chunking, AI Agents (LangGraph), ReAct-style Planner, Memory Chaining, AI Evaluation (F1, Precision, MRR, nDCG).

Cloud & Infrastructure

Google Cloud Platform.

Collaboration & Project Management

Microsoft Suite, ZOHO Projects.

Projects

LLM Chatbot with Prompt Engineering

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Summary

Developed an OpenAI-powered chatbot using Flask, implementing advanced prompt engineering techniques for enhanced conversational AI.

RAG-based Assistant using LangChain & ChromaDB

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Summary

Engineered a Retrieval-Augmented Generation (RAG) assistant leveraging LangChain and ChromaDB for efficient file-based Q&A.

Multi-Step AI Agent (LangGraph)

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Summary

Constructed a multi-step AI agent using LangGraph, integrating a ReAct-style planner with memory chaining and OpenAI tools.

AI Evaluation Framework

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Summary

Developed a comprehensive AI evaluation framework, designing a benchmark suite to rigorously compare LLM and RAG models.