Andras K.

Andras K.

Budapest, Hungary

AI Engineer

7 years of exp.


Profile Summary

My journey in AI engineering has been marked by a relentless pursuit of cutting-edge solutions and a passion for pushing the boundaries of what's possible. From building predictive models to deploying AI-powered applications, I thrive in environments where creativity and technical expertise converge

Primary Skills

AWS | 7 yrsMachine Learning | 6 yrsAWS Lambda | 5 yrsFlask | 6 yrsApache Spark | 5 yrsDocker | 6 yrsTerraform | 5 yrs

Culture Profile

In workplace, I am known for . . .
  • being a dad, programmer, and sports fan.
  • my adaptability and resilience.
I thrive in environments . . .
  • that encourage innovation.
  • that prioritizies empathy.
I struggle in environments . . .
  • that are lacking of collaboration or communication channels between teams.
  • where AI initiatives aren't aligned with organizational goals.

Work Experience

ArisGlobal

Senior IA Engineer
  • Oct, 2022 - Present
  • Remote
  • Software and data architecture design in AWS cloud.
  • Application migration from on-premises to AWS cloud. Refactoring and rearchitecting.
  • Orchestrating the daily activities of 13 engineers (full-stack, frontend, DevOps, and platform) and 2 scrum teams.
  • Designing and implementing an AWS-based, multi-tenanted SaaS architecture.
  • Generative AI and LLM integration in a commercial product.

Skills

Amazon EMRAmazon OpenSearch ServiceAmazon Simple Notification Service (AWS SNS)AWS FargateAWS LambdaMicrosoft Azure portalElasticsearchApache SparkDevOps

Industries

Software

TraceRiser

CTO Cloud Architecture
  • Aug, 2021 - Oct, 2022
  • Remote
  • Development of a cloud-based Robotic Process Automation (RPA) software for automating financial accounting and auditing workflows.
  • I spearheaded the design and implementation of scalable cloud infrastructure, ensuring it could handle varying workloads and accommodate future growth.
  • I led the evaluation and selection process for cloud service providers, considering factors such as performance, reliability, security, and cost-effectiveness.
  • I introduced and integrated DevOps practices within the organization, fostering collaboration between development and operations teams and streamlining the deployment process.
  • I continuously optimized the cloud architecture to balance performance requirements with cost considerations, leveraging tools and techniques such as auto-scaling, instance rightsizing, and reserved instances.

Skills

AWSMachine LearningAmazon S3 (AWS S3)AWS LambdaMicrosoft Azure portalTerraform

Industries

Financial ServicesFintech

Nokia Bell Labs

Machine Learning Engineer
  • Dec, 2016 - Aug, 2021
  • Remote
  • Gathered relevant datasets from various sources such as databases, APIs, or web scraping.
  • Engineered new features from raw data to improve model performance.
  • Developed machine learning models using algorithms such as linear regression, decision trees, random forests, or neural networks.
  • Conducted rigorous validation tests using techniques like k-fold cross-validation or bootstrapping.
  • Deployed machine learning models into production environments using frameworks like TensorFlowServing, Flask, or Docker.

Skills

Computer VisionDeep LearningMachine LearningNatural Language ProcessingFlaskTensorFlowDocker

Industries

Telecommunications

Education

Master's degree
  • Computer Science
  • Pázmány Péter Katolikus Egyetem, Hungary
  • 2016
Doctoral degree
  • Operation Research, Machine Learning
  • Pázmány Péter Katolikus Egyetem, Hungary
  • 2021

Certifications

AWS Certified Security – Specialty
  • Amazon Web Services (AWS)
  • 2023
AWS Certified Solutions Architect – Professional
  • Amazon Web Services (AWS)
  • 2023

All Skills

  • Cloud

    • AWS | 7 yrs
    • Amazon EMR | 5 yrs
    • Amazon OpenSearch Service | 5 yrs
    • Amazon S3 (AWS S3) | 5 yrs
    • Amazon Simple Notification Service (AWS SNS) | 5 yrs
    • AWS Fargate | 5 yrs
    • AWS Lambda | 5 yrs
    • Microsoft Azure portal | 5 yrs
  • AI

    • Computer Vision | 6 yrs
    • Deep Learning | 6 yrs
    • Machine Learning | 6 yrs
    • Natural Language Processing | 6 yrs
  • Databases

    • Elasticsearch | 5 yrs
  • Frameworks

    • Flask | 6 yrs
  • Libraries

    • Apache Spark | 5 yrs
    • TensorFlow | 6 yrs
  • Paradigms

    • DevOps | 5 yrs
  • Tools

    • Docker | 6 yrs
    • Terraform | 5 yrs