Serhei Vakynenko, Team Lead AI Engineer

AI and Machine Learning (9.5 yr.), DevOps (2.5 yr.)

C2 (Proficiency) English

Expert (10+ years)

Lviv, Ukraine

Summary

Software engineer with over 8 years of experience, including 5+ years specialized in AI. Proven track record in leading AI strategy, implementing machine learning models, and training teams on AI tool usage. Expertise in Python and various ML libraries (e.g., TensorFlow, PyTorch), as well as in CI/CD, virtualization, and API development. Adept in managing cloud infrastructures (AWS, Azure) and ensuring system performance and efficiency. Holds a Master’s in Project Management, indicating a strong foundation in leading complex technical initiatives.

Hire Serhei Vakynenko

Main Skills

NLP

Data Lake

Microsoft Azure API

AI & Machine Learning

AI Amazon Machine learning services AWS ML (Amazon Machine learning services) AWS SageMaker AWS SageMaker (Amazon SageMaker) BERT GPT Hugging Face Kubeflow LangChain LLaMA LlamaIndex Mlflow NLP OpenCV Pinecone PyTorch Scikit-learn TensorFlow Whisper

Python Frameworks

FastAPI

JavaScript Libraries and Tools

Immutable.js

Python Libraries and Tools

PyTorch Scikit-learn TensorFlow

Data Analysis and Visualization Technologies

k-NN

Databases & Management Systems / ORM

Data Lake Microsoft Azure SQL Server

Cloud Platforms, Services & Computing

AWS Azure Azure ML

Azure Cloud Services

AKS Azure Azure Blob Storage Azure DevOps Azure Monitor Microsoft Azure API Microsoft Azure SQL Server

Amazon Web Services

AWS Bedrock AWS CDK AWS Cloudformation AWS CloudWatch AWS Elastic Kubernetes Service (EKS) AWS Lambda AWS ML (Amazon Machine learning services) AWS S3 AWS SageMaker (Amazon SageMaker)

Logging and Monitoring

Azure Monitor Prometheus

Virtualization, Containers and Orchestration

Docker Kubernetes

SDK / API and Integrations

FastAPI Microsoft Azure API

Version Control

Github Actions

Deployment, CI/CD & Administration

GitLab CI Helm

Message/Queue/Task Brokers

Kafka

Other Technical Skills

Enterprise Resource Planning ERP Google PageSpeed Insights Palm OS Qdrant RDS Weaviate

ID: 800-235-118

Last Updated: 2025-03-05

Work Experience

Team Lead AI Engineer, AI Strategy and Document Workflow Automation

Duration: 03/2021 to 01/2025
Summary: Developed AI strategy and automation processes for document workflow, trained employees on AI solutions and maintained AI system performance.
Responsibilities: Managing AI strategy and implementation, auditing processes, training employees, monitoring AI system performance, managing budget for AI tools and development resources.
Technologies: Not specified in the resume

Machine Learning Engineer, Company-Wide AI Solutions Integration

Duration: 08/2015 to 02/2021
Summary: Integrated AI solutions across departments, implemented cloud-based machine learning platforms for data analysis and predictive modeling to improve customer service.
Responsibilities: Leading AI solutions integration, selecting and implementing cloud-based platforms, automating data analysis, building predictive models, researching new AI tools, collaborating with IT, developing AI project ROI reports.
Technologies: Python, AWS, Azure, Machine learning libraries (DeepSpeed, TensorFlow, PyTorch, Scikit-learn, OpenCV), Databases (AWS RDS, Azure SQL, AWS S3, Azure Blob Storage), API (FastAPI, AWS SageMaker Endpoints, Azure Machine Learning Endpoints), Machine learning models (GPT-2, LLaMA, LLaMA-2, PaLM 2, Stable Diffusion, BERT, Whisper), Model serving (AWS SageMaker, TensorFlow, KubeFlow), Monitoring (Prometheus, Grafana, MLFlow, AWS CloudWatch, Azure Monitor)

DevOps Engineer, AI Infrastructure and Operations Management

Duration: 11/2013 to 07/2015
Summary: Engaged in DevOps activities for an AI-focused company, ensuring system availability, monitoring solutions, database and laptops administration, and technical documentation.
Responsibilities: Handling infrastructure, monitoring solutions, on-call shifts, database administration, office laptops administration, writing technical documentation.
Technologies: Virtualization (Kubernetes, Docker), CI/CD (Helm, GitHub Actions, GitLab CI/CD, AWS CDK, CloudFormation, Azure DevOps, Azure Resource Manager), Database Management, Monitoring (Prometheus, Grafana)

Education

Project Management Master’s
Ukrainian national university
Not Provided