Skip to content
BMA

Projects

Projects & open source

Things I've built or helped build — production tools, learning resources, experiments.

Created or co-created

Projects

Completed

Fake News Detection in Algerian Dialect

Master's thesis project: fine-tuning Transformers and LLMs to detect fake news in Algerian Darija. Published at IEEE RIF 2025.

  • Python
  • Transformers & LLMs
  • NLP & Data Mining
  • Machine Learning
  • Deep Learning
In progress

TaskFlow — Team Task Manager with RBAC

Multi-client team productivity service: FastAPI backend with role-based access control, SvelteKit web UI, and a Python CLI — all sharing one Postgres + Redis stack. Built layer by layer following Clean Architecture, 12-Factor, and OWASP Top 10 — every commit traceable to an Issue and PR.

  • Python
  • FastAPI
  • Pydantic
  • PostgreSQL
  • Redis
  • ORM (SQLAlchemy, Prisma)
  • Alembic (DB Migrations)
  • Docker
  • Docker Compose
  • SvelteKit
  • JWT
  • RBAC
  • REST API Design
  • Clean Architecture
  • 12-Factor App
  • OWASP Top 10
  • Structured Logging & Observability
  • Git & GitHub Workflow (Issue → Branch → PR)
  • Linux
View repository
planned

LLM Inference Gateway (in planning)

A FastAPI-based gateway in front of LLM inference endpoints — adds authentication, rate limiting, request logging, and Prometheus metrics. Deployable on Kubernetes. Bridge between my NLP research background and cloud infrastructure focus.

  • FastAPI
  • Python
  • Docker
  • Kubernetes
  • Redis
  • Prometheus
  • LLM Infrastructure (inference, vector DBs, RAG)