Full Stack Developer · AI Product Builder Open to remote internships · Wah Cantt, Pakistan

MuhammadSaim Ali

I design and build AI powered products end to end, from React interfaces and FastAPI backends to the machine learning models that make them smart.

View my work Download résumé

ReactFastAPIPythonMySQLMachine LearningFigma

prediction_engineAutoTrade AI

High Confidence

Random ForestXGBoost

Rs 4.30MRs 4.89M

Estimated market value Rs 4,541,559

ENGINE1200cc

FUELPetrol

TRANSAuto

BODYHatch

▸ live UI recreation, built in HTML and CSS

FOCUSAI powered products◆ STACKReact · FastAPI · MySQL◆ MODELSRandom Forest + XGBoost◆ DESIGNFigma · High Fidelity Prototyping◆ BASEPakistan · remote ready◆ OPENinternships & freelance◆ FOCUSAI powered products◆ STACKReact · FastAPI · MySQL◆ MODELSRandom Forest + XGBoost◆ DESIGNFigma · High Fidelity Prototyping◆ BASEPakistan · remote ready◆ OPENinternships & freelance◆

selected work

Products I've designed, built, and shipped.

Real systems across full stack engineering, machine learning, and UX. Built to be used, not just submitted.

PROJECT 01 · FLAGSHIP

AutoTrade AI

Frontend · Backend · ML · System Design

An intelligent automotive marketplace that helps buyers and sellers make safer, smarter decisions. It blends online car trading with AI price prediction, smart comparison, and rule based risk indicators, all over a modular full stack architecture.

React.jsTailwindFastAPIPythonMySQLRandom ForestXGBoostJWT + Google OAuthUML / ERDAgile · Jira

autotrade.ai

AI price prediction with confidence scoring and similar car context
Compare up to three vehicles side by side
Pricing tags: Great, Fair, Low Confidence, Suspicious
Buyer, seller, and admin dashboards with role based access
Buyer and seller messaging with an inbox
Advanced search and filtering by brand, mileage, and condition

Links

Figma design GitHub

autotrade.ai / ai-estimate

AI price prediction at 92% confidence with a market range.

autotrade.ai / sell

Seller flow with live listing intelligence as you type.

autotrade.ai / listing

Listing page with AI estimate, fair price tag, and specs.

autotrade.ai / browse

Browse and filter by brand, year, mileage, fuel, condition.

autotrade.ai / compare

Side by side comparison with an AI value score and verdict.

autotrade.ai / messages

Buyer and seller chat with image sharing and an inbox.

autotrade.ai / dashboard

Seller console with active listings, views, inquiries, trends.

autotrade.ai / messages

Listing aware conversation threads.

autotrade.ai / login

Auth screen with email, Google, and guest access.

PROJECT 02 · MACHINE LEARNING

Car Price Predictor

ML · Data · Model UI

The valuation engine behind AutoTrade AI. A machine learning model trained on Pakistani automotive market data that estimates fair resale value with high confidence, auto detecting a vehicle's "DNA" and showing live market context beside every prediction.

Random ForestXGBoostRule based adjustmentsConfidence scoringPakistani market dataPython

car-price-predictor

How it works

Dual model estimate from Random Forest and XGBoost, blended into one value
Confidence score based on similar cars in the dataset
Adjustments for audio upgrades, PPF, and accident history
Auto filled specs and a live market context comparison

predictor / configure

Configure brand, model, variant, and condition.

predictor / dna

Auto detected Vehicle DNA with a market context list.

PROJECT 03 · UI/UX & PROTOTYPING

Smart Travel & Tour

Figma · UX · High Fidelity Prototyping

Travel and tour booking experiences designed end to end in Figma, from a conversion focused travel agency web landing site to a multi screen high fidelity mobile app, evaluated against Nielsen's usability heuristics.

FigmaHigh Fidelity PrototypingWireframingNielsen HeuristicsMobile + Web

FIGMA · MOBILE APP

Travel App · High Fidelity Prototype

Multi screen mobile booking flow: discovery, tours, details, checkout.

Open in Figma

FIGMA · WEB UI

Travel Agency · Web Landing

Conversion focused agency site: hero, destinations, packages, booking.

Open in Figma

C++ · DATA STRUCTURES

Garage Management System

A garage management system built on core data structures: queues, stacks, arrays, linked and circular linked lists, a priority queue, and a BST, all with file handling. It manages service queues, emergency jobs, mechanic rotation, parts inventory, history, undo, and save and load reporting.

C++DSAFile Handling

UX RESEARCH · HCI

Pakistan Railway · Heuristic Evaluation

A Nielsen heuristic evaluation of the Pakistan Railway app that audits navigation, consistency, feedback, visual hierarchy, and usability issues, paired with a proposed redesign and wireframe level improvements to simplify user flows.

UX ResearchNielsen HeuristicsWireframing

tech DNA

The stack I build with.

From product UI down to trained models and network design, these are the tools I use to take an idea to a working system.

Languages

C++C#JavaScriptPython

Frontend

ReactHTML5CSS3Tailwind

Backend

FastAPIPythonREST APIs

Data

MySQLER DiagramsSchema Design

AI / ML

Random ForestXGBoostModel IntegrationConfidence Scoring

Engineering

OOPDSAUMLSystem DesignMicroservicesSRS / Req. Eng.

Design & UX

FigmaUI/UX DesignWireframingHigh Fidelity PrototypingNielsen Heuristics

Networking

Cisco Packet TracerOSPFEIGRPRIP

Workflow

AgileJiraAsanaGit / GitHub

about

A builder with a product mindset.

I'm a Software Engineering student at Air University who builds full stack and AI powered products with a focus on clean interfaces, practical system design, and real world problem solving.

I like owning a product from start to finish. I shape the architecture, design the interface in Figma, write the React frontend and FastAPI backend, and integrate the machine learning models that make it intelligent. Across my projects I usually take the lead, defining the system and turning requirements into something that actually ships.

English · FluentUrdu · FluentPashto · FluentPunjabi · Conversational

Education

Air University, Islamabad

2024 to 2028

Bachelor of Software Engineering

Nova City College of Science & Technology

2021 to 2022

FCS, Computer Science

Nova City School

2019 to 2020

Matriculation, Engineering

Leadership

Junior Secretary / Media Leadership Team

2025 to Present

Air University Future Creative Society. Society coordination, recruitment campaigns, media planning, and community engagement.

get in touch

Let's build something.

I'm open to remote internships and projects in full stack development, AI products, and UI/UX. The fastest way to reach me is email.

Email me Download résumé

msaimali2045@gmail.com 0333-6001952 @SaimAli0001 LinkedIn