Skills & Expertise

Deep Learning & GPU Acceleration

Proficient with the modern deep learning ecosystem, GPU-accelerated Python workflows, and high-performance model development.

  • PyTorch
  • JAX

Docker & Reproducible Environments

Experienced in building robust, portable, and reproducible environments for development, research, and production deployment.

  • Docker
  • Docker Compose
  • Containerized ML workflows
  • CI/CD integration

End-to-End AI Pipelines

Able to design and implement full AI systems from data ingestion to model serving, including monitoring, evaluation, and iteration loops.

  • Data pipelines
  • Model validation
  • Deployment
  • Monitoring & metrics

Model Architecture Design

Skilled in designing novel architectures for computer vision, multimodal systems, and task-specific research prototypes.

  • Custom architectures
  • Vision Transformers
  • Detection & segmentation
  • Research prototyping

High-Level & Low-Level Optimization

Performance-oriented mindset — from Python optimization to digging into C/C++, kernels, and inference-level execution.

  • Performance profiling
  • Vectorization
  • C/C++ extensions
  • Runtime optimization

Curriculum Vitae

Staff ML Reseach Engineer

2025

Working on projects and research that drives the SOTA in Bayesian learning and showcases the inhouse technoligies of VERSES.

VERSES AI.

Senior ML Reseach Engineer

2025
2023

Working on projects and research that drives the SOTA in Bayesian learning and showcases the inhouse technoligies of VERSES.

VERSES AI.

Robotics Software Engineer

2023
2022

Helped develop weld categorizers and robotic backend transpilers.

Oqton (now ArcNC)

Consultant

2022

Short intro into the consulting world.

Addestino

PhD student

2022
2018

Research project into sensor fusion using Bayesian and deep learning techniques with a focus on application on real robots.

Ghent University