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itsveence/README.md

Hi there, I’m Vincent 👋

Machine‑Learning & MLOps Engineer · Backend Developer

I design, train & ship intelligent systems that move seamlessly from the lab to production.
My focus is on robust, reproducible ML pipelines, rock‑solid backend services, and cloud‑native deployments that scale.

  • 🛠️ 5 years crafting data‑driven products—from prototypes to 24/7 services
  • 🚀 Passionate about turning research ideas into customer‑facing features, fast
  • 🤝 Thrives in cross‑functional teams and remote, async workflows

📈 Currently Building

  • End‑to‑end ML pipelines with Kubeflow, MLflow & Terraform.
  • LLM fine‑tuning experiments (LoRA/QLoRA, PEFT) for domain‑specific applications.
  • Automated infra with GitHub Actions → Terraform → Kubernetes for zero‑touch deployments.

itsveence itsveence itsveence

🔧 Tech Stack

Languages

Python Bash JavaScript SQL C#

Core ML / Data

Pandas NumPy Pytorch TensorFlow Keras Scikit-Learn SciPy

Cloud & Ops

MLflow Docker Terraform AWS Sagemaker S3

Backend & APIs

Django FastAPI Flask gRPC

Data Engineering

Postgres Redis

CI/CD & Monitoring

GitHub Actions GitLab CI Jenkins Grafana

Visualisation

Matplotlib Plotly Dash

OS

Linux Windows

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