About
AI engineer. Conversational systems. A bias toward questions.
I'm Aissam Outchakoucht. I build conversational AI, publish open resources for Moroccan Darija, and write: sometimes two-minute notes on building AI systems, sometimes longer essays on what we think we know, sometimes long-form project writeups with the working parts left in.
Now
The short version
I currently work as an AI specialist, after three years at Affiniti AI in London building conversational systems for mental health, and a stretch as head of R&D at MonarkIT in Marrakech.
I started Darija Open Dataset, still one of the largest open Darija ⇆ English resources for NLP. I'm a certified TensorFlow Developer. I use Python. I keep a public trail of projects, papers, and notes.
Path
From cryptography to conversation
01
2025–now · Casablanca
AI Specialist, inwi
Conversational AI inside a telecommunications company: production systems, not slides.
02
2022–2025 · London
Conversational AI Specialist, Affiniti AI
AI for mental health. Helping therapists deliver better outcomes to more patients.
03
2019–2022 · Marrakech
Head of R&D, MonarkIT
Chatbots and voice assistants. Built conversational products and the research behind them.
04
2017–2022 · ENSEM, Casablanca
PhD, IoT security & machine learning
Access control, blockchain, and ML for the Internet of Things.
05
2014–2016 · Mohammed V University, Rabat
MSc, Cryptography and Information Security
The cryptographic and security foundations that still shape how I think about systems.
Stack
What I build with
I build AI systems from model to production: inference, retrieval, speech, GPU workloads, APIs, and the infrastructure that keeps them running.
LLM Systems · Retrieval · Speech AI · GPU Infrastructure
Machine Learning
Python
PyTorch
Hugging Face
scikit-learn
NumPy
CUDA
AI Engineering
FastAPI
vLLM
Transformers
OpenAI API
MCP
MLflow
Infrastructure
Docker
Kubernetes
Linux
Nginx
AWS
Google Cloud
Git
GitHub Actions
Prometheus
Grafana
Terraform
NVIDIA GPU Operator
Data & Retrieval
PostgreSQL
Redis
MongoDB
Qdrant
MinIO
Elasticsearch
Papers
Selected publications
A compact list of the three most cited papers. Citation counts from Google Scholar (2026). Full texts live on arXiv and the journals.
