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I'm Pavel Shibanov.
I take ML systems from notebook to production
— LLM serving, Kubernetes,
and everything in between.

Hamburg · open to Berlin & remote (EU) · working language English

Testimonials

Pavel managed projects end-to-end (E2E) from initiation through closure. He successfully delivered inference systems for our large language models (LLMs) using Hugging Face's text-generation-inference and text-embeddings-inference on Google Cloud Platform (GCP) utilizing GKE Autopilot, as well as on AWS utilizing SageMaker inference endpoints. He contributed to the team's success from day one.

Pablo Molina Candel , CTO @Clibrain

Services

Machine Learning (ML)

I can build and train machine learning models, using frameworks like TensorFlow and PyTorch, and I can help you integrate them into your applications and services.

Machine Learning Operations (MLOps)

I can help you streamline the ideation, development, deployment, and monitoring of your machine learning models in production environments.

Fractional CTO

I can create a comprehensive tech roadmap that aligns with your business goals and objectives. This is ideal for startups and SMEs that need strategic tech guidance in Machine Learning and AI.

Project management

I can manage your mission-critical project from end to end. With a background in software engineering, FinTech, and trading, I have a proven track record of managing time, complexity, scope, risk, and people.

Full-Stack development

I can build and maintain custom websites, using a variety of technologies, frameworks, and languages, including Typescript, Python, React, and Node.js.

Data analysis and visualization

I can help you extract insights from your data, using tools like Python.

Cloud architecture

I can help you migrate your applications and services to the cloud, and I can also design and implement scalable cloud-based solutions, using platforms like AWS, GCP, Digital Ocean, Hetzner.

DevOps

I can help you automate and optimize your development and deployment processes, using tools like Docker, Kubernetes, terraform, and Ansible.

Custom development

I am also open to discussing any other programming-related projects or needs that you may have, and I am happy to provide custom solutions to fit your specific requirements.

Core tech stack

Python
Tensorflow
PyTorch
Typescript
JavaScript
Node.js
SQL
NoSQL
React
Ansible
Docker
Kubernetes
Helm
Terraform

About me

I have worked on a wide variety of projects, from small-scale websites to large-scale enterprise applications, and I am comfortable working with a range of technologies and frameworks. I am a skilled problem-solver, and I am committed to delivering high-quality, well-written code. I am dedicated to staying up-to-date with the latest developments in the field, and I am always looking for new challenges and opportunities to grow as a software engineer.

Professional experience

  1. Senior Software Engineer @ shipzero: FastAPI, Python, data pipelines for logistics telematics & emissions reporting, AWS, Kubernetes

  2. Freelance Software Engineer: GCP, AWS, Python, TypeScript, TensorFlow, PyTorch, VertexAI

  3. Full Stack Engineer @ Buying Labs: TypeScript, Node.js, React, ETL

  4. Senior Software Engineer @ Valassis (savi): AWS, Kubernetes, Helm, Docker, Python, Node.js, TypeScript

  5. Senior Software Engineer @ figo (Finleap Connect): bare-metal to Kubernetes migration, regulated FinTech (PSD2), Python, TypeScript, Node.js, Helm

  6. Middle Javascript Developer @ Keylocation: docker-compose, Node.js, Angular.js Postgresql

  7. BSc, Computer Science

  8. Junior Javascript Developer @ Keylocation: Node.js, Angular.js

  9. JavaScript Freelancer @ Upwork (Odesk): Angular.js, jQuery, Node.js

Download CV

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