Weekend Plans / Formula 1
Up next / Round 18
United States Grand Prix
Austin
A deep appreciation for race strategy, aerodynamic telemetry, tire degradation models, and high-frequency tactical decisions under pressure.
Season calendar ↗ASHREF BERBAOUI / Off the clockA little life update ↙
RIGHT
NOW.
Algorithms. Grand Prix telemetry. Late-night terminals.
A snapshot of what I'm learning, building and working toward.
01 / Focus Track
IN THE FLOW.
A snapshot of what I'm learning, building and working toward
RL, CV and NLP
Reinforcement Learning
Sequential Decision Making
Exploring policy gradient methods, actor-critic architectures, and multi-agent RL for autonomous systems. Building agents that learn optimal strategies through interaction.
PPOSACMulti-Agent
Computer Vision
Edge Deployment Efficiency
Optimizing vision transformers and YOLO architectures for real-time inference on Raspberry Pi and Jetson. Quantization, pruning, and TensorRT optimization pipelines.
YOLOv10TensorRTONNX Runtime
Natural Language Processing
Low-Resource Languages
Advancing NLP for Arabic dialects and African languages. Fine-tuning transformer models with limited data, cross-lingual transfer, and efficient parameter adaptation.
DZIRIBERTLoRA/QLoRACross-lingual
02 / A change of pace
OFF THE CLOCK.
Strategic competitions, speed and engineering setup.
02 / Real Madrid
Real Madrid
HOMEVS
UCL
RB Leipzig
AWAYUp next / UEFA Champions League
Real Madrid vs RB Leipzig
Santiago Bernabéu · Madrid
Following Los Blancos in their pursuit of domestic and European glory. Santiago Bernabéu match nights, high-stakes tactical battles, and standard-setting football.
Official fixture & tickets ↗IN THE FLOW.
Focus Track: RL, CV and NLP
Currently exploring Reinforcement Learning for sequential decision-making, advancing Computer Vision for edge deployment efficiency, and pushing NLP frontiers for low-resource language understanding. These three pillars drive my research and project work.
03 / In the editor
ALWAYS
CODING.
Predictive modeling, edge computer vision, and responsive web platforms. These are the tools in my daily terminal.
Explore my projects ↗- 01PythonLightGBM, XGBoost, CatBoost, Scikit-learn, Pandas, PyTorch
- 02TypeScriptNext.js App Router, React, TailwindCSS
- 03Flutter & DartCross-platform mobile apps with BLoC architecture
- 04C & C++Embedded logic, memory management, algorithms
- 05SQL & DatabasesPostgreSQL, MySQL, Supabase