R/M
[PORTFOLIO_v1.0]EST. 2026 · MONTRÉAL, QC
[IDENTITY]

RAQIB
MUKTADIR.

AI Developer · Test Automation · Full-Stack Builder

[VIEW_WORK] →[GET_IN_TOUCH]
AVAILABLE FOR 2026 OPPORTUNITIES
[01 // ABOUT]

A developer who ships.

I'm an AI-oriented developer building automation systems, LLM-powered tools, and full-stack applications that ship to production. At Matrox I spearheaded a test-automation initiative that had been stalled for over two years delivering 80% of the target coverage within two weeks and cutting manual QA cycles by 30%.

Outside of day work I ship independent projects - NewsFlow, an AI Product Readiness Critic, a Spotify-integrated music discovery AI, and a Three.js audio-visual tool for live events. I co-founded 555(STUDIOS), a Montréal speaker series that has shipped 10+ events with a 100% fill rate and partners like Shopify, ETS, HEC, and Cansbridge.

80%
AUTOMATION_COVERAGE
Target reached in 2 weeks on a 2-year-stalled Matrox initiative.
30%
QA_CYCLE_REDUCTION
Manual verification replaced with CI-integrated Playwright + Robot Framework.
711+
EVENT_REGISTRATIONS
Across 10+ 555(STUDIOS) events. 100% venue fill rate.
6+
SHIPPED_PROJECTS
Independent AI, event tooling, and finance apps in production.
[02 // SELECTED WORK]

Projects that shipped.

[2025] // #01

AI Product Readiness Critic

→

Reviews product specs, PRDs, and feature descriptions — flags ambiguities, risks, edge cases, and missing acceptance criteria before shipping. Built to think like a skeptical PM + QA reviewer.

↳ Modular prompt engine with injectable strictness levels (Gentle / Normal / Brutal). Every response Zod-validated before rendering — silent failures impossible.

TypeScriptNext.jsOpenAI APIZod
[2025] // #02

Avio2 Automation Suite

→

11 end-to-end regression scripts automating Matrox Avio 2 IPKVM WebUI — auth, session management, tab navigation, device control, bitrate cycling, and API-triggered reboot recovery.

↳ Jenkins pipeline with dynamic multi-node agents, 10–12h timeouts, automated HTML email reporting. Zero manual steps from trigger to report.

Robot FrameworkPlaywrightPythonJenkinsGroovy
[2024] // #03

AI Music Discovery

→

Natural-language music discovery integrating GPT-4o with Spotify. Builds a taste profile through conversation and recommends tracks with reasoning.

↳ Real-time Spotify playback controls, recently played history, and AI-reasoned recommendations — all driven by natural language.

Next.jsTypeScriptGPT-4oSpotify APINextAuth
[2024] // #04

Car Price Predictor

→

ML regression model predicting Canadian car prices by brand, year, and mileage. Trained on synthetic data with realistic correlations using Linear Regression and Random Forest.

↳ Full-stack deployment — Next.js frontend, Python API backend, pickled model artifacts. Interactive web prediction tool.

Pythonscikit-learnNext.jsRandom ForestLinear Regression
[2024] // #05

HDMI Visual Test Automation

→

Controls a Digilent Nexys Video FPGA board to generate HDMI output, captures frames via webcam, detects test patterns, and counts black-screen frames.

↳ Precursor architecture to VLM-based visual grading — shipped for firmware regression tracking at Matrox.

C#FPGAComputer VisionDigilent Nexys
[2025] // #06

NewsFlow

→

AI news aggregator pulling 20+ RSS sources (BBC, Reuters, TechCrunch, The Verge). Custom 3-layer dedup pipeline: exact hash → Levenshtein → cosine similarity on word-frequency vectors.

↳ Stories ranked by recency + corroboration score. GPT-4o-mini assistant searches both the article DB and live web — isolated from the aggregator to prevent context contamination.

Next.jsTypeScriptGPT-4o-miniPrismaSQLite
[03 // EXPERIENCE]

Where I've built.

  1. APR 2025 — PRESENT

    Matrox Video — IPKVM Products

    Test Automation Developer · Montréal, QC
    • ▸Spearheaded an Avio2 IP-KVM WebUI test automation initiative stalled for 2+ years — delivered a CI-integrated framework covering 80% of target scenarios within 2 weeks using 11 Robot Framework + Playwright scripts.
    • ▸Reduced manual QA verification by 30% by integrating automated scripts into the Jenkins release pipeline, replacing repetitive regression cycles with headless Chromium runs on every build.
    • ▸Designed standard + long-run stress Jenkins pipelines sustaining 1,000+ loop iterations with per-loop result isolation, orphaned Chromium cleanup every 50 cycles, and automated HTML email reporting via SMTP.
    • ▸Built a PyQt5 desktop GUI (Avio2 Device Manager) consolidating fragmented per-device browser sessions into one interface for live REST API data, bitrate/codec control, NMOS status, and multi-device identity management.
    • ▸Authored REST API automation across 3 namespaces (auth, mgmt, app): bearer-token flows, reboot-triggered health polling up to 3 minutes, endpoint coverage mapped from internal OpenAPI specs.
    • ▸Identified and reported a session token security observation (Chrome Session Storage exposure) with XSS protection suggestions — security-first engineering mindset beyond QA scope.
  2. MAY 2024 — APR 2025

    Matrox Video

    Software Developer Intern · Montréal, QC
    • ▸Improved internal inventory system performance by 20% by redesigning SQL queries and resolving long-standing bottlenecks in a PHP/MySQL productivity tool used daily by QA.
    • ▸Built a full automated bug-reporting system integrating test logs with the Jira API — eliminated manual copy-paste, cut documentation time 30%.
    • ▸Built CI/CD pipelines in Jenkins for IP and SDI video workflows; translated client-reported failures into structured, reproducible test cases.
    • ▸Designed overnight automation in PowerShell + AutoIt executing hundreds of nightly test cycles with real-time log generation — surfaced intermittent bugs in hours instead of days.
    • ▸Developed C# visual automation capturing monitor snapshots during FPGA hardware simulations and logging discrepancies against reference patterns for firmware regression tracking.
  3. SEP 2024 — PRESENT

    555(STUDIOS) — FiveFiveFive

    Co-Founder & Experience Lead · Montréal, QC
    • ▸Co-founded and operate a Montreal-based creative speaker series — 10+ events shipped, 711+ registrations, 100% venue fill rate. Partners include Shopify, ETS, HEC, Cansbridge.
    • ▸Designed and built 555-studio.com end-to-end: event details, speaker showcases, registration flow in Next.js + TypeScript.
    • ▸Led speaker outreach, sponsorship negotiations, and event ops across Presentation Night (5/5/5), Builder Sundays with Shopify, and Electra — a live audio-visual experience.
[04 // SIDE STUDIO]

555(STUDIOS)

A Montréal creative speaker series.

Co-founded in 2024, 555(STUDIOS) is a Montreal-based creative speaker series running formats like Presentation Night (5 stories / 5 slides / 5 minutes), Builder Sundays with Shopify, and Electra — a live audio-visual performance experience.

10+ events. 711+ registrations. 100% venue fill rate. Partners include Shopify, ETS, HEC, and Cansbridge.

[VISIT 555-STUDIO.COM] →
[05 // SOUND]

What I'm listening to.

[CONNECTING...]SRC: SPOTIFY · REFRESH 30s

Signal lost.

Spotify's taking a nap. The soundtrack returns shortly.

[TOP_TRACKS · 30D]RANKED
  1. 01— awaiting Spotify credentials —
  2. 02— awaiting Spotify credentials —
  3. 03— awaiting Spotify credentials —
  4. 04— awaiting Spotify credentials —
  5. 05— awaiting Spotify credentials —
[LOADING_FEEDS...]