MUSKAN
MADAAN
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✦ Available for Opportunities

Muskan Madaan

Gen AI Developer & Freelance Consultant with a love for LLMs, agentic AI & scalable systems

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// 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
4+
Years Experience
3
Degrees Completed
Curiosity

// 01. education

Academic Foundation.

Completed
BSc Mathematics & Computer Science
Computational Mathematics & AI
Simon Fraser University, Canada
Completed
Associate Computing Science
Computer Science Fundamentals
Douglas College, Canada
Completed
Associate Arts
Arts, Humanities & Social Sciences
Coquitlam College, Canada

// 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 Offer Letter Agent
📄 AI · RAG
AI Offer Letter Agent

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

AIRAGLangChainFastAPI
Multi-Agent Marketing System
🤖 Agentic AI
Multi-Agent Marketing System

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

AIAgenticNeo4jRedis
Emergency Blood Distribution Optimizer
🩸 Operations Research
Emergency Blood Distribution Optimizer

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

Linear ProgrammingOptimizationHealthcareExcel Solver
TalentScout
🎯 AI Recruitment
TalentScout

AI recruitment chatbot with structured prompt engineering for candidate screening.

AINLPStreamlit
Transport Mode Classifier
🚌 Machine Learning
Transport Mode Classifier

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

MLTime-SeriesPythonMath
DL Robustness Verifier
🔬 Deep Learning
DL Robustness Verifier

Formal CNN robustness verification using interval arithmetic and Lipschitz bounds.

PyTorchVerificationMLMath
MarketMimic
📈 Java Finance
MarketMimic

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

JavaAPIsOOPFinance
Line Follower Robot
⚙️ Robotics
Line Follower Robot

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

RoboticsHardwarePythonPID Control
Bill Management System
🧾 Desktop POS
Bill Management System

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

PythonTkinterDesktopPOS

// 03. experience

Where I've made an impact.

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.

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

// that's me!

Say hi to Muskan 👋

Let's build something amazing! 🚀
Muskan

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

Ask Muskan's AI Assistant
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