Muskan Madaan

// 04. about

Behind the model.

Hi, I'm Muskan - a Gen AI Developer & Freelance Consultant who builds intelligent systems that actually work. Passionate about LLMs, agentic AI and turning complex data into impactful solutions.

Focused on Python, LangChain, FastAPI and RAG pipelines - with a mathematics foundation from Simon Fraser University and real-world experience across Canada and India.

class MuskanMadaan {

  String role = "Gen AI Developer & Consultant";

  String company = "21 Spheres, Bhuj";

  String stack = "Python · LangChain · FastAPI · RAG";

  String edu = "BSc Math & CS - Simon Fraser University";

  boolean available = true;

}

11+

Projects Built

Years Experience

Degrees Completed

∞

Curiosity

// 05. skills

Skills Matrix.

Languages

PythonJavaC++ JavaScriptTypeScriptSQL RBash

AI / ML

LangChainRAGAgentic AI LLMsPrompt Eng.Fine-Tuning PyTorchScikit-learnHuggingFace NLPXGBoost

Data & Analytics

PandasNumPyTableau Power BIETLA/B Testing Feature Eng.Statistical Analysis

Backend & DBs

FastAPIFlaskSpring Boot RESTGraphQLMicroservices PostgreSQLMongoDBRedis Neo4j

Cloud & DevOps

AWSGCPDocker KubernetesCI/CDGitHub Actions LinuxTerraform

SWE & CS

DSAOOPSystem Design Design PatternsAgile/Scrum TDDGraph Theory

Operations Research

Linear ProgrammingStochastic Modelling SimulationGurobi / PuLP Markov ChainsForecasting Queuing TheoryExcel Solver

Business & Research

Requirements AnalysisStakeholder Mgmt Process MappingKPI Dashboards Gap AnalysisTechnical Writing Cost-Benefit Analysis

// 02. work portfolio

Projects that actually matter.

📄 AI · RAG

AI Offer Letter Agent

RAG-powered HR agent generating contextual offer letters via vector retrieval.

AIRAGLangChainFastAPI

GitHub Video

🤖 Agentic AI

Multi-Agent Marketing System

Autonomous agents with long-term Neo4j + Redis memory for marketing workflows.

AIAgenticNeo4jRedis

GitHub Video

🩸 Operations Research

Emergency Blood Distribution Optimizer

Linear programming model optimizing emergency blood delivery routes across hospitals in Northern British Columbia.

Linear ProgrammingOptimizationHealthcareExcel Solver

GitHub

🎯 AI Recruitment

TalentScout

AI recruitment chatbot with structured prompt engineering for candidate screening.

AINLPStreamlit

GitHub Video Live Demo

🚌 Machine Learning

Transport Mode Classifier

ML model predicting walk, cycle and bus transportation modes from time-series accelerometer streams.

MLTime-SeriesPythonMath

GitHub

🔬 Deep Learning

DL Robustness Verifier

Formal CNN robustness verification using interval arithmetic and Lipschitz bounds.

PyTorchVerificationMLMath

GitHub

📈 Java Finance

MarketMimic

Stock trading simulator with real API data, order matching and portfolio tracking.

JavaAPIsOOPFinance

GitHub

⚙️ Robotics

Line Follower Robot

Autonomous Raspberry Pi robot with sensor fusion and PID control logic.

RoboticsHardwarePythonPID Control

GitHub

🧾 Desktop POS

Bill Management System

Desktop POS with cosmetics/grocery/other categories, tax calculation per category, auto receipt generation, and customer satisfaction feedback.

PythonTkinterDesktopPOS

GitHub

// 03. experience

Where I've made an impact.

Apr 2026 — Present

Co-Founder & Founding AI Engineer

Lupex Space Pvt. Ltd. · India

Leading AI/ML development at a stealth-stage aerospace-tech startup, building advanced trajectory prediction and tracking models for high-speed flight systems. Working across the founding team ahead of investor fundraising.

Jan 2026 — Present

Gen AI Developer & Freelance Consultant

21 Spheres · Bhuj, India

Built email/WhatsApp automation, AI news agent and AI chatbot for client websites. Delivered end-to-end agentic AI solutions for business automation workflows.

Sep 2025 — Jan 2026

Gen AI Intern

21 Spheres · Bhuj, India

Developed LLM-powered doctor assistance app with advanced prompt engineering for healthcare decision support and clinical workflow automation.

Jan 2025 — Apr 2025

Mathematics Operations Researcher

PHSA · Canada (Remote)

Applied linear programming to optimize emergency blood distribution across BC hospitals. Stochastic modelling reduced allocation risk under demand uncertainty.

Sep 2023 — Sep 2024

Teaching Assistant — Python & Data Structures

Douglas College · BC, Canada

Supported 60+ students in Python programming and data structures courses. Conducted labs, office hours and grading with consistent top-rated feedback.

Sep 2020 — Jul 2025

Senior Business Associate

TKMK Enterprises & 7-Eleven · Canada

Led sales analysis and inventory optimization achieving 10% reorder efficiency improvement. Trained and mentored team of 12 across multiple locations.

// let's discuss!

Got an Opportunity?

Looking for Gen AI & software engineering roles. Project ideas, consulting or just want to talk AI - reach out.

muskanmadaan007@gmail.com Let's Discuss! →

GitHub LinkedIn Resume

☕ "Let's grab a virtual coffee and build something that matters."

// that's me!

Say hi to Muskan 👋

Let's build something amazing! 🚀

My gaze follows your every move — grab a coffee & watch me smile! ☕

☕ Yeah!! I like Oreo Iced Capp! Redirecting to contact... 🍪

Ask Muskan's AI Assistant

Hi! 👋 I'm Muskan's AI assistant. Ask me about her experience, projects, skills or availability!

Behind the model.

Academic Foundation.

Skills Matrix.

Projects that actually matter.

Where I've made an impact.

Got an Opportunity?

Say hi to Muskan 👋