Transforming Data into Decisions, and Code into Creations.

Hi, I’m Rishi — data-driven, web-ready. Based in Mumbai.

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Specializing in Generative AI, agentic systems, and end-to-end ML solutions.
Building Machine Learning Solutions
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I constantly try to improve
my Tool Stack
PythonPythonPowerBI
Langchain/LangGraphExcel + SQL
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Data Scientist with a Strong Interest in Machine Learning and Generative AI
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The Inside Scoop
Actively building skills in Generative AI and agentic AI systems, specializing in LLM reasoning, tool-calling workflows, retrieval-augmented generation, and production deployment.
Do you want to start a project together?

A small selection of recent projects


includes data analysis, data science, machine learning and web development projects

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ChatterboxGPT : built with LangGraph

A Multi-Utility Chatbot with Retrieval-Augmented Generation (RAG), and LLMs,supporting context-aware document Q&A and dynamic external tool calling (web search, APIs, utilities) for real-time, grounded responses.

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JobJumperAI : Job Application Assistant

AI-powered career management platform that helps you stay on track and updated with job application and interview process with AI agents that analyze job fit, conduct real-time web research on companies, and generate tailored cover letters.

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YouTube RAG Chatbot using HuggingFace

Unlock the knowledge in any YouTube video with this RAG chatbot. Powered by advanced LLMs and semantic search, Users ask questions about a video; the chatbot finds answers and cites relevant moments with precise timestamps.

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End-to-End Hospital Analysis Dashboard

A comprehensive Dashboard designed to provide clear, actionable insights across five key areas: Overview, Patient, Doctor, Hospital, and Finance. This dashboard brings hospital data to life for better decision-making.

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Fully Interactive Mobile Sales Dashboard

Built in Power BI to transform complex sales data into clear, actionable insights. It covers sales performance, top brands/models, regional demand, seasonal trends, payment behavior, inventory flow, and customer feedback.

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Sales Analysis Dashboard - MS Excel

Sales Dashboard using Excel tools like Power Query, PivotTables, Slicers, and Charts. It highlights category-wise sales, customer growth, profit trends, top-performing states, and monthly sales fluctuations, all at a glance.

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Healthio - Doctor Appointment Booking App

A Full Stack Doctor Appointment Booking and Management Web-App built with MERN Stack. Features a dedicated admin panel, user authentication, doctor search and booking, appointment management, reviews, and a dashboard.

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Retro King - Play Classic Retro Games

Missing the golden age of gaming? I've built a full-stack modern web platform that lets you relive those classic moments right in your browser! This is a web-based retro game emulation platform built with Next.js + Prisma.

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Trimrr - URL Shortener

A Fully responsive Full Stack URL Shortener Web-App with React JS, Tailwind CSS, Supabase, and Shadcn UI. User authentication, URL shortening and redirection with custom links, detailed analytics, QR code generation, and a visually appealing dashboard.

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DuoStudio – A Frontend Website

DuoStudio is a frontend website made purely in HTML, CSS, and JavaScript - powered by Javascript animation libraries such as GSAP and LocomotiveJS for smooth-scrolling effects.

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OOCHI - A Frontend Website

A Frontend Website made using React + Tailwind CSS with the help of Vite. Libraries used - Framer Motion and Locomotive for smooth scrolling and animations!

My Approach

Problem Understanding

We begin by clearly defining the business problem, setting objectives, and identifying the key metrics that will guide the entire data science process. Understanding stakeholder expectations is critical at this stage.

Data Exploration & Modeling

From cleaning and exploring raw data to feature engineering and model selection, this phase focuses on uncovering patterns and building predictive models. Regular updates are shared to align progress with business goals.

Deployment & Insights

Once the model is validated, it's deployed into a real-world environment. I build dashboards or integrate the model into web apps to ensure insights are accessible, actionable, and impactful for decision-makers.