LLM Chatbot with Prompt Engineering
→
Summary
Developed an OpenAI-powered chatbot using Flask, implementing advanced prompt engineering techniques for enhanced conversational AI.
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
|Data Analyst Intern
Mumbai, Maharashtra, India
→
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)
|Engineering Intern
Alibag, Maharashtra, India
→
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
→
Bachelor of Engineering (B.E.)
Mechanical Engineering
RCF High School
Alibag, Maharashtra, India
→
Higher Secondary Certificate (HSC)
General Studies
Grade: 70.8%
ST Mary's Convent School
Alibag, Maharashtra, India
→
Secondary School Certificate (SSC)
General Studies
Grade: 85.2%
Certificates
Complete Data Analyst Bootcamp
Issued By
Udemy
Tableau A-Z
Issued By
Udemy
Data Science Complete Course
Issued By
Udemy
Python for Jupyter
Issued By
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
RAG-based Assistant using LangChain & ChromaDB
→
Summary
Engineered a Retrieval-Augmented Generation (RAG) assistant leveraging LangChain and ChromaDB for efficient file-based Q&A.
Multi-Step AI Agent (LangGraph)
→
Summary
Constructed a multi-step AI agent using LangGraph, integrating a ReAct-style planner with memory chaining and OpenAI tools.
AI Evaluation Framework
→
Summary
Developed a comprehensive AI evaluation framework, designing a benchmark suite to rigorously compare LLM and RAG models.