pulp  /pʌlp/  ·  noun

1. A soft, moist, shapeless matter. The inner moist part of fruit. Something cheap but lurid — designed for maximum impact.

2. (adj.) Of or denoting popular entertainment in a simplified or sensationalized form. See: Tarantino. See: this portfolio.

— Merriam-Webster, abridged for dramatic effect

Full-Stack Developer · Hamilton, ON

JASKARAN SINGH MALHOTRA

ASP.NET Core · Python · PostgreSQL · React.
Systems that ship. Interfaces that move.

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CH. 01

THE MAN BEHIND THE MACHINE

“I'm not in the business of making pretty things. I'm in the business of making things that work.”

Background

I build backend systems for problems that most developers refuse to touch. My stack is ASP.NET Core, Python, and PostgreSQL — tools chosen for production reliability, not resume padding.

The RCAF project started as a long-shot government contract. It ended with a pipeline that matched faces across a 1,000-image archival database with 94.7% accuracy. The client called it impossible before we delivered it.

I'm based in Hamilton, ON. Currently actively looking for the right team— backend-heavy, product-focused, ships real things. If you're building something that scares you a little, that's my lane.

Fun fact: this portfolio is named after a Tarantino aesthetic. The code is not — it's clean, typed, and documented.

📍 Hamilton, ON🟢 Open to work⚙️ Backend-first
3Shipped projects
94%Face match accuracy
1k+Images processed
32API endpoints (MedicHelper)
Hamilton, ON · 2025
CH. 02

THE WORK

“Three projects. Real problems. Shipped code.”

FeaturedFeatured · AI / Computer Vision

RCAF Facial Recognition System

Applied research for the Canadian Air Force Museum. Real-ESRGAN upscaling into ArcFace/InceptionResNet. 1,000+ archival images. The client never expected it to work this well.

94.7%Face match accuracy
1,000+Images processed
Real-ESRGAN → ArcFacePipeline
Case Study →
PythonReal-ESRGANArcFacePostgreSQLPowerShell
Hover to explore
Shipped

Full-Stack · Mobile

MedicHelper Platform

ASP.NET Core 8 backend + Android Java frontend. JWT auth, SignalR real-time notifications, Hangfire scheduling, PostgreSQL. Built from ground up.

ASP.NET Core 8JavaPostgreSQLJWTSignalRHangfire
Case Study →
In Progress

Automation · Backend

Job Aggregation System

Python + Playwright scraper feeding a Flask API with PostgreSQL persistence. Automated application workflows across job boards.

PythonFlaskPlaywrightPostgreSQL
Case Study →
Shipped

Hardware · IoT

Water Tower IoT System

ESP32 + LittleFS environmental sensor platform served over a real-time mobile web interface. Real hardware, real data.

ArduinoESP32LittleFSC++
CH. 03

THE ARSENAL

“Tools are just tools. It's the hand that matters.”

Backend & APIs

ASP.NET Core 8FlaskPythonPHPJWT AuthSignalRHangfire

Data & Storage

PostgreSQLEntity FrameworkNpgsqlSQL

Mobile & Frontend

Java (Android)React NativeMVCVite

Hardware & AI

Arduino / ESP32Real-ESRGANArcFaceNeural Networks
CH. 04

LET'S TALK

“No recruiters from non-technical firms. Everyone else: proceed.”

Available · Hamilton, ON

LET'S MAKE
SOMETHING

“The best work happens when both sides are slightly uncomfortable with how good the result might be.”

✉Emailjaskaranmalhotra26@gmail.cominLinkedInlinkedin.com/in/jaskaran-malhotra</>GitHubgithub.com/Jaskaran-0↓ResumePDF · Updated 2025
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