shivansh-pareek — projects.html
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Shivansh Pareek

Software engineer building LLM & agentic systems, retrieval pipelines, and full-stack products — currently shipping AI tooling at Samsung Electronics, with a track record of internship, personal, and open-source work below.

21projects shipped
5domains covered
99.9%uptime, NADOS APIs
<4svideo search @ 1k+ videos
~/experience/samsung-electronics

Samsung Electronics

Production AI tooling and search infrastructure built for internal teams and large-scale media catalogs.

corporate-template-generator.py
Corporate Template Generator interface

Corporate Template Generator

An LLM-powered authoring tool built with LangChain that assembles polished business templates end to end, wiring in an automated image pipeline so teams go from brief to finished document without manual formatting.

LangChainLLMsPythonImage Pipeline
Internal — Samsung Electronics
video-similarity-pipeline.py
Video Similarity Pipeline dashboard

Video Similarity Pipeline

A scalable vector search pipeline pairing FAISS with PostgreSQL to index and match video content, returning similarity results in under 4 seconds across a catalog of 1,000+ videos.

FAISSPostgreSQLVector SearchPython
Internal — Samsung Electronics
~/experience/pepcoding-internship

Pepcoding Internship

Backend services and data tooling built for a live ed-tech platform serving thousands of students.

nados-backend-apis.js
NADOS platform interface

NADOS Backend APIs

RESTful services powering the NADOS learning platform for 10,000+ students, with optimized search endpoints and a hardened deployment that held 99.9% uptime in production.

REST APIsBackendSearch Optimization
Pepcoding Internship
ipl-analyzer.py
IPL Analyzer statistics view

IPL Analyzer Project

A data analysis tool that mines ESPN's IPL data to surface team and player statistics, turning raw match records into readable performance breakdowns.

PythonData AnalysisWeb Scraping
Pepcoding Internship
~/projects/personal

Personal Projects & Hobby Tools

Self-directed builds exploring desktop apps, computer vision, and classic game mechanics from scratch.

password_manager.py
Password Manager app

Password Manager

A desktop utility built with Tkinter that generates strong passwords on demand and stores credentials locally in JSON, with a clean lookup flow for retrieving saved logins.

PythonTkinterJSON
face_detector.py
Face Detector application

Face Detector

A real-time face detection app built on OpenCV using pre-trained Haar cascade XML classifiers, tuned to identify faces reliably across varying light conditions.

PythonOpenCVComputer Vision
main.py
Animals Quiz App

Animals Quiz App

An object-oriented quiz application built with Tkinter that pulls from a live Quiz API, shuffling in 10 fresh animal-themed questions on every playthrough.

PythonOOPTkinterREST API
kanye_quotes.py
Quotes App interface

Quotes App

A lightweight Tkinter client that fetches and displays quotes from the Kanye West Quotes API, refreshing on each request for a new one-liner.

PythonTkinterPublic API
snake_game.py
Snake Game screenshot

Snake Game

A Python Turtle-powered take on the classic snake game, with three selectable difficulty levels and persistent high-score tracking between sessions.

PythonTurtleGame Dev
ping_pong.py
Ping Pong Game screenshot

Ping Pong Game

A local two-player ping pong game built with the Python Turtle module, supporting both WASD and arrow-key controls for simultaneous play.

PythonTurtleMultiplayer
~/projects/generative-agentic-ai

Generative, Agentic & RAG AI

LLM-driven systems spanning retrieval-augmented generation, multi-agent tooling, and classical AI agents.

vault-rag-system.py
AI-Powered Vault Document System

AI-Powered Vault Document System

A retrieval-augmented generation system that ingests documents into a vault and lets users chat with their content directly, surfacing grounded answers and key insights on demand.

RAGLangChainPython
job-recommender-mcp.py
AI Job Recommender MCP

AI Job Recommender MCP

An MCP-based recommendation system that reasons over a candidate's profile to surface relevant job matches, built as a Model Context Protocol server for tool-driven workflows.

MCPAI AgentsPython
langgraph_chatbot.py
Langraph Chatbot interface

LangGraph Chatbot

A foundational conversational agent implemented with LangGraph, structuring LLM calls as a stateful graph to handle multi-turn dialogue flow.

LangGraphLLMsPython
vacuum_agent.py
Vacuum Cleaner AI Agent simulation

Vacuum Cleaner AI Agent

A classic simple-reflex agent simulation that senses its environment and acts on percepts alone, illustrating core AI agent theory in an interactive form.

AI AgentsSimulationPython
doctor_agent.py
Doctor Appointment AI Agent

Doctor Appointment AI Agent

A goal-based agent that plans and executes the steps needed to book a doctor's appointment, reasoning toward its objective rather than following fixed rules.

AI AgentsPlanningPython
~/projects/fullstack-backend

Full-Stack & Backend

End-to-end web applications and Node.js services, from data scrapers to customer-facing storefronts.

file-manager-system.js
File Manager System

File Manager System

A full-stack file management system for uploading, organizing, and retrieving files through a browser-based interface.

Full-StackJavaScript
ipl-data-scraper.js
IPL Data Scraper

IPL Data Scraper

A Node.js scraper that pulls structured IPL match and player data from source sites for downstream analysis.

Node.jsWeb Scraping
stock-info.js
Stock Info App

Stock Info App

A stock information tracker that surfaces live pricing and company data through a simple web front end.

Full-StackAPI Integration
insta-reels.js
Insta Reels project

Insta Reels

A project for automating and managing Instagram Reels workflows, reducing repetitive manual posting steps.

AutomationJavaScript
bakery-app.js
Bakery Application

Bakery Application

A full-stack management app for a bakery business, covering orders and day-to-day storefront operations.

Full-StackJavaScript
react-todo-app.jsx
React TODO App

React TODO App

A clean, component-driven to-do list built in React, covering the core create-read-update-delete task flow.

React.jsJavaScript
dryclean-site.js
DryClean business website

DryClean Site

A business website for a dry-cleaning service, built to showcase offerings and make it easy for customers to get in touch.

Full-StackWeb