muhammadmoiz.com — boot
$init muhammadmoiz.com
↳ loading neural stack...
↳ mounting AI/ML modules 100%
↳ locating Paris, France...
↳ spinning up particles...
✓ready. welcome.
$ whoamiMuhammad
Muhammad
Moiz
~
Former robotics engineer turned AI/ML practitioner. I build things that think, tinker with things that move, and write about both. Based in Paris.
Open to AI/ML & software roles
loc: Paris, France
building: cool stuff
uptime: —
//[01] About
Engineer by
training.
Builder by
instinct.
Nov 2025 – Feb 2026
AI/ML Engineer · Publicis Resources
Paris, France · production LLM agents (LangChain), RAG, multi-provider gateway
Nov 2022 – Oct 2025
Senior AI Lead · Zaheen Systems
Remote, Singapore · multilingual voicebot + real-time video analytics; led 5 engineers
Feb – Jul 2022
Data Science Intern · ResilEyes Therapeutics
Remote, France · multimodal video/audio/text PTSD assessment
Jul – Dec 2021
Research Assistant · TU München
Munich, Germany · human-robot safety maps (EU Horizon 2020)
Jan 2020 – Jul 2021
Robotics Engineer · GEM Learning
Islamabad, Pakistan · PX4 VTOL firmware, Jetson edge perception
Jul 2018 – Dec 2019
Robotics Engineer · Quest Labs
Islamabad, Pakistan · 200 kg autonomous vehicle, drone swarm, 6-axis arm
2020 – 2022
MSc Computer Vision & Robotics
Université Bourgogne-Europe · ranked 1st · EIPHI Excellence Scholarship
2015 – 2019
BEng Mechatronics Engineering
Air University, Pakistan · Dean’s Scholarship
0Years building
0Projects shipped
0MSc rank
I started in robotics: machines built to move through the world and make sense of it. Getting them to perceive and act on their own pulled me into ML, and I've worked there ever since.
These days the work is mostly applied AI: LLM agents and RAG pipelines, real-time voice systems, video analytics on edge hardware, and the fine-tuning and infra that holds it together. I like the problems that sit between research and shipping something that actually runs.
Outside the terminal I'm usually at an AI meetup somewhere in Paris, tinkering with hardware, or writing something up that occasionally lands on Hacker News.
// AWS Certified — ML Specialty (2025) · Solutions Architect Associate (2024)
//[02] Now
moiz@paris:~ — now
$ps aux | grep "currently-running"
▸ building — a rotating stack of side projects; the good ones are in /projects
▸ writing — build logs and teardowns from recent projects
▸ reading — Sutton & Barto RL (third time), AI safety literature
$cat status.txt
# May 2026 — Paris in spring, and the coffee is still excellent.
//[03] Projects
drag · scroll · arrows
[00] agentic ai
Paper-Time
An AI tutor that interrupts itself. Paste an arXiv paper and three voice personas teach it through 3Blue1Brown-style Manim animations the pipeline writes, validates, and renders on the fly. Built at the GOSIM Agentic Hackathon, Paris.
LLM AgentsManimFastAPINext.js
view case study [01] ai for science
Dexter
An AI co-scientist that turns a one-sentence hypothesis into a fact-checkable, fully-costed experiment plan (real reagents with catalog numbers, budget, timeline, and success criteria) in 90 seconds. Built for Hack-Nation 5, Fulcrum Science track.
LLMStructured OutputTypeScriptZod
view case study [02] agentic ai
Le Vrai Prix
A sovereign rental-listing auditor: an ADK agent on Vertex AI cross-checks any French listing against five official data.gouv.fr sources to surface overpricing and fraud. Built solo at Sovereign Agents 2026, Paris.
Google ADKVertex AICloud RunPython
view case study [03] voice ai
Sora the Explorer
A voice-first language-learning roguelike: speak Spanish to fight through a dungeon while six AI services (pronunciation scoring, intent extraction, generated art, and more) light up live. Built for the {Tech: Europe} Paris AI Hackathon.
VoiceKaplayFastAPINext.js
view case study [04] generative
Scriptorium
A renderer that makes the discrete Fourier transform visible: 4,096 epicycle arrows spin tip-to-tail to trace any image, one frame at a time. Written in Rust with a Python pipeline.
RustPythonDSPAnimation
view case study [05] dev tooling
verify-kit
A project scaffold where one command, just verify, is the single source of truth for humans, CI, and autonomous coding agents alike. Every feature ships with a way to prove it works end-to-end, not just a claim that it does.
PythonCopierJustOTel
view case study [2026]
Postvigil
A local-first email triage daemon for macOS that sorts every new message into Urgent, Important, FYI, or Noise, all on your own machine.
Python 3.12uvlaunchdProton Bridge IMAP
private
[2026]
Cerebruh
A cross-project second brain for agent-assisted development.
Pythonuv / uvxClaude Code hooksMCP
private
[2026]
Cloud Watcher
A personal multi-cloud cost monitor that polls GCP, RunPod, OpenAI, Vercel, and Lovable on a schedule and shows consolidated spend in one place.
Python 3.13FastAPIGoogle Cloud RunFirestore
private
[2026]
LinkedIn Engagement Engine
A personal, single-user tool for posting on LinkedIn consistently without it reading as AI-generated or risking the account.
TypeScriptReact 19WXT (Chrome extension)Python 3.12
private
[2026]
ROS Drone YOLO
A reproducible recipe for running a PX4 quadcopter simulation with live object detection on a cloud GPU.
PX4 Autopilot (SITL)ROS 2 HumbleGazebo HarmonicUltralytics YOLO11
private
[2026]
Incident Copilot
A voice-first AI copilot UI for production incident war rooms (branded War Room Copilot).
TypeScriptReact 18Viteshadcn/ui
private
[2026]
Vox
Vox is an Android app that runs a full real-time voice conversation with an AI entirely on the phone, no cloud calls.
KotlinJetpack ComposeHilt (dependency injection)Kotlin Coroutines + Flow
private
[2026]
PrivacyBlur
PrivacyBlur is a full-stack web app for anonymizing photos.
PythonFastAPIUvicornSQLAlchemy (async)
private
[2026]
War Room Copilot
War Room Copilot is a voice-first AI agent that sits in a production incident call, listens to the conversation, and speaks up with relevant context and catches mistakes.
Python 3.12LiveKit AgentsFastAPIUvicorn
private
[2026]
TrustMeBro
TrustMeBro is a hackathon project that gives AI agents (and wallets) a credit grade they can prove without exposing their financial data.
Rustrisc0-zkvm 3.0.4 (Groth16 receipts)TypeScriptNode.js
private
[2026]
Rant For Me
Rant For Me is a voice-first app: you talk freely, an AI listens and nudges you to keep going, then pulls structured insights from the transcript.
Python 3.12FastAPIUvicornWebSockets
private
[2026]
Paper-to-Code (Vision)
Marimo notebooks that re-implement landmark computer-vision architectures from scratch in PyTorch, then check each one against the torchvision reference.
Python 3.12PyTorchtorchvisionMarimo
private
[2026]
FlagOS KernelGen
Hand-written Triton GPU kernels for a kernel-generation competition: beat PyTorch on speed for three transformer inference ops while staying numerically equivalent.
PythonOpenAI TritonPyTorchCUDA
private
[2026]
Unify the AI
A dotfiles-style tool that gives Claude Code, Codex, and Gemini one shared config (the same rules, skills, MCP servers, and memory) after a single bootstrap.
chezmoiBashGo templates (chezmoi templating)Git hooks
private
[2026]
Ephemeral ComfyUI Runner
A Bash toolchain that spins up a cheap 48 GB GPU on Sesterce Cloud and tears it down when you're done. Weights persist on a volume, so you only pay for compute while it runs.
BashPythonuv (PEP 723 inline scripts)Sesterce Cloud REST API
private
[2025]
In-Browser Voice AI
A hands-free voice assistant that runs the whole speech pipeline in the browser on WebGPU: on-device, no server, no API keys.
Next.js 16React 19TypeScript@huggingface/transformers (transformers.js)
private
[2025]
ML Image Classification API
A FastAPI service that classifies uploaded images with a pretrained torchvision CNN (ResNet50 by default, with ResNet18 and MobileNetV3-Small selectable).
PythonFastAPIUvicornPyTorch
private
[2025]
Font Classification Pipeline
An end-to-end pipeline that classifies the font used in an image of text across roughly two dozen typeface classes (Aller, Antonio, Baskerville, Garamond, Oswald, Roboto, Times, and others).
PythonfastaiPyTorchtorchvision
private
[2025]
AI Ad-HTML Transformer
A Flask toolkit that edits marketing-banner HTML through OpenAI's Responses API.
PythonFlaskOpenAI Python SDK (Responses API)lxml
private
[2025]
Pokémon Chess
A desktop chess game built with Pygame where the standard pieces are reskinned as Pokémon (pawns are Rattata, rooks are Snorlax, knights are Ponyta, and so on).
PythonPygame
private
[2024]
Pimsleur Transcription
A Jupyter notebook that transcribes Pimsleur language-lesson MP3s using OpenAI Whisper.
PythonJupyter NotebookOpenAI Python SDK (Whisper)
[2024]
Fatigue Detection
A computer-vision system that watches a face through the webcam and flags signs of fatigue like yawning and blinking.
PythonOpenCVdlibNumPy
private
[2024]
Suspect Detector
A real-time webcam art/vision piece that overlays effects on a live face feed using OpenCV and MediaPipe FaceMesh.
PythonOpenCVMediaPipe (FaceMesh)NumPy
private
[2023]
Zaheen System
innovPlus 2023 challenge build (Skillseed × Zaheen). Details under NDA.
private
[2023]
CV Speed Estimation
A computer-vision pipeline that detects speeding vehicles from video and estimates their speed.
PythonJupyter NotebookYOLO (Ultralytics)OpenCV
private
[2023]
CV Utils
A small Python toolbox of helper functions for computer vision work.
Pythonyt-dlp
[2022]
Real-time Segmentation & Detection
A Python script that runs instance segmentation on a live webcam feed.
PythonPyTorchTorchvisionDetectron2
[2022]
PTSD Speech Pipeline
A speech-based depression/PTSD classification pipeline built on the DAIC-WOZ clinical interview dataset.
PythonJupyter Notebooklibrosapydub
private
[2021]
Visual Servoing
A course final project that drives a TurtleBot3 around a workspace using only a ceiling-mounted camera as the sensor.
PythonROS NoeticOpenCV 4.5.4 (ArUco module)TurtleBot3
[2021]
Image Caption Generator
A deep learning model that writes a text caption for an image.
PythonTensorFlow 2.xNumPypandas
[2021]
HMP Pipeline
A ROS perception pipeline skeleton for safe human-robot interaction.
PythonROS (rospy)CMakecatkin
private
[2021]
Mobile Service Robot
A simulation of a mobile service robot that tracks a person and follows them while keeping a safe distance.
LuaCoppeliaSim robotics simulator
[2021]
ML Project
A set of Jupyter notebooks comparing classic supervised learning models on the same dataset.
PythonJupyter NotebookGoogle Colabscikit-learn
[2020]
Realtime Sentiment Analysis
A real-time pipeline that streams tweets from the Twitter API and classifies each one as positive or negative as it arrives.
Pythonscikit-learnTweepyTextBlob
[2020]
Simpsons Character Classifier
An image classifier that predicts which Simpsons character is in a photo, across 43 character classes.
PythonJupyter NotebookTensorFlowKeras
[2020]
Autonomous Line Follower
A complete from-scratch line-following robot, hardware and firmware both.
C++ArduinoEncoder libraryProteus (PCB schematic, layout, simulation)
[2019]
UGV
A physical unmanned ground vehicle built end to end: mechanical design, electronics, and control firmware.
C++ArduinoSolidWorksFEA / static stress simulation
01 / 43
//[06] Stack
The full stack I build on, from silicon and circuit boards up through robotics, the model layer, and the agents on top. Each category is its own interlocking block; hover to light one up.
// 76 tools · 7 categories
hover a block to light it · click to focus