Portfolio · 2026

SoufyaneAtiche.

AI & Software Engineer

Building AI-native products, end-to-end.

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01 · Manifesto

I build software that thinks.

Four years shipping data-intensive platforms. Now orchestrating multi-agent systems, grounding LLMs in real context with RAG, and turning autonomous workflows into products people use every day. Full-stack foundation — from the database to the pixel.

Grounded systems

Agents and RAG wired to real data — retrievable context, structured outputs, and constraints so generated work stays defensible.

End-to-end craft

Schema, APIs, interfaces, and observability in one loop — fewer handoffs, faster iteration, ownership from sketch to production.

Shipped and maintained

Products that stay up: monitoring, incident response, and refactors driven by usage — not one-off demos.

02 · Experience

A track record of independent delivery.

Lead roles across AI, SaaS, commerce, and fintech — shipping with full ownership.

Dec 2022 — Present
Casablanca, Morocco
Lead Full-Stack Developer
Experteye
Scaled RentalEye into a competitive-intelligence platform processing millions of data points daily for enterprise automotive clients.
- Scaled RentalEye to process and score millions of competitive-intelligence data points daily across the automotive rental market, serving real-time analytics to enterprise clients.
- Architected a high-throughput Go ingestion microservice and led the frontend migration from legacy React to Next.js, improving developer velocity and page performance.
- Maintained production availability across Azure and GCP: monitoring, incident response, and infrastructure operations.
- React
- Next.js
- TypeScript
- Go
- PostgreSQL
- GraphQL
- Azure
- GCP
2024 — 2026
Remote
Lead Developer (Freelance)
The Ring ↗
Shipped a cross-platform social app to App Store and Google Play, with autonomous AI pipelines powering daily content enrichment and moderation.
- Shipped a cross-platform social app (event discovery, community) to the App Store and Google Play with full product ownership from design to deployment.
- Engineered autonomous AI pipelines for daily data enrichment — self-healing workflows that detect failures, diagnose root causes, and apply corrective updates with zero manual intervention.
- Deployed an AI content-moderation layer for user-generated text and images, reducing manual review overhead while enforcing community standards at scale.
- React Native
- Expo
- Next.js
- Supabase
- Python
- Gemini API
- Google Vision
- Docker
2024 — Present
Casablanca, Morocco
Full-Stack Developer (Freelance)
Chocochino ↗
Architecting ChocoDelivery — real-time delivery with order tracking, driver assignment, fleet management, an AI recommendation engine, and autonomous support chatbot.
- Architecting ChocoDelivery, a real-time delivery platform with order tracking, driver assignment, and fleet management — evolved from an initial digital menu system delivered in 15 days.
- Building an AI recommendation engine that surfaces personalized product suggestions from user behavior and order history.
- Developing an AI support chatbot that autonomously resolves customer tickets — diagnosing order issues, providing real-time status, and escalating edge cases to human agents.
- NestJS
- TypeScript
- Go
- Next.js
- Prisma
- PostgreSQL/PostGIS
- Redis
- OpenAI API
- Docker
- Prometheus
- Grafana
2025
Remote
Full-Stack Developer (Freelance)
AFRICAX — Doc Studio
AI-powered document processing — structured extraction from invoices, forms, and contracts with custom templates and batch OCR.
- Delivered an AI-powered document processing platform extracting structured data from invoices, forms, and contracts using custom templates, with batch OCR and intelligent field mapping.
- Next.js
- Tailwind CSS
- Spring Boot
- PostgreSQL
- Azure Document Intelligence
- Microsoft Foundry

03 · Projects

Products, shipped.

Mobile, web, and data platforms that went to production and stayed there.

2026Web · Portfolio

ATICHOF

This site — bilingual scroll narrative, 3D train spine, and motion-led storytelling.

React
Vite
Three.js
Tailwind CSS
Vike

2022 — PresentWeb · Data · Enterprise

RentalEye 4

Enterprise competitive-intelligence platform — scoring and analytics across the automotive rental market.

React
Next.js
TypeScript
Go
PostgreSQL
GraphQL
Azure
GCP

2024 — 2026Mobile · AI · Cross-platform

The Ring

Social event discovery — shipped to App Store & Play Store

React Native
Expo
Next.js
Supabase
Python
Gemini API

Site ↗App Store ↗Play Store ↗

2024 — PresentWeb · Backend · AI

ChocoDelivery

Real-time delivery platform with AI recommendation and support

NestJS
Go
Next.js
Prisma
PostgreSQL/PostGIS
Redis
OpenAI API

Site ↗

2024Mobile · Cross-platform

ScanMe

Modern QR utility with encrypted generation and cloud sync

Expo
React Native
Supabase
TypeScript

04 · AI SystemsTrack · Live

Agentic, grounded, shipped.

Multi-agent architectures and RAG pipelines in production.

2025 — Present

Multi-Agent CV Optimization Platform

CVDesigner

End-to-end agentic platform that analyzes job postings, researches target companies, and generates ATS-optimized CVs tailored to each role — while staying faithful to the candidate's real experience.

01
Four specialized agents
job-analysis (extracts requirements and weights), research (gathers company context via web search), generation (rewrites CV sections with structured output), and scoring (evaluates fit via custom evaluation criteria).
02
RAG pipeline on pgvector
Candidate profiles and job descriptions are embedded into pgvector for semantic retrieval, with custom skill definitions, shared context windows, and function calling across agents.
03
Quantitative fit scoring
Produces profile–role alignment percentage, key strengths to emphasize, and skill gaps to address — evidence-backed, not vibes.

Python
Agno
Pydantic
Gemini API
pgvector
PostgreSQL
Next.js
Gemma 4
Qwen 3.6

2025 — Present

Adaptive Learning Platform

AI Tutor

AI-powered tutoring platform that ingests curriculum documents (starting with the Moroccan national program) and generates personalized, structured courses adapted to each learner's level and pace.

01
Curriculum-grounded RAG
Official curriculum PDFs and textbooks are chunked, embedded into pgvector, and retrieved contextually to ground every generated lesson in verified pedagogical content.
02
Adaptive generation
LLM-driven content produces structured lessons, interactive quizzes, step-by-step explanations, and adaptive difficulty scaling based on learner performance signals.
03
Curriculum-agnostic
Built to scale beyond Morocco to any national program or custom course material — same pipeline, different source corpus.

Next.js
Python
FastAPI
Agno
Pydantic
Gemini API
pgvector
Supabase
Gemma 4
Qwen 3.6

05 · Skills

A polyglot toolbox.

Selected from production work, not from tutorials.

AI & agents

LLM integration (OpenAI, Anthropic, Gemini)
Agno
RAG pipelines
Vector databases (pgvector)
Embeddings
Multi-agent systems
Agent orchestration
Function calling
Structured output
Evaluation
Prompt engineering
MCP
Autonomous workflows

Languages

Python
TypeScript
JavaScript
Go
Java
SQL

Backend

Node.js (Express, NestJS)
Go
Spring Boot
FastAPI
GraphQL
PostgreSQL
Prisma
Redis

Frontend & mobile

React
Next.js
Tailwind CSS
React Query
React Native
Expo

Cloud & DevOps

Azure
GCP
Docker
Kubernetes
Supabase
CI/CD
Nginx
Prometheus
Grafana

06 · Contact

Let's build something.

Available for AI engineering, agentic systems, and full-stack lead work.

Start the conversation→