kryniol
Paweł Krynicki
Warsaw, Poland

I'm a seasoned Senior Backend Engineer and hands-on Software Architect with a strong background in Golang, Python and PHP, and extensive experience in building scalable backend systems. I specialize in integrating ML and AI into software solutions, leveraging my expertise to drive innovation and efficiency. With a focus on technical leadership and a passion for coding, I'm always looking to collaborate on projects that push the boundaries of what's possible in software development.

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Poland
Highest experience points: 0 points,

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List your work history, including any contracts or internships
Promo.com
5 years 7 months
Warsaw, Poland
Hands-on Software Architect
Apr 2022 - Mar 2025 (2 years 11 months)
Spearheaded the design and implementation of a new microservice-oriented billing system, aligning with business requirements and enhancing scalability.

Mentored team members, facilitated knowledge sharing, and co-led critical projects, fostering a collaborative development environment.

Analyzed and resolved major production issues, implementing robust monitoring and alerting processes to improve system reliability.

Researched, designed, and integrated AI solutions with existing Promo products, including a chat interface for video editing and AI-generated video capabilities
Go PHP Python gin testify grpc docker kubernetes mongodb redis rabbitmq git elasticsearch apm zend framework langchain fastapi llm ai pytest
Senior Backend Engineer
Aug 2019 - Apr 2022 (2 years 8 months)
Designed and developed Golang microservices to integrate Promo.com video tools with e-commerce SaaS solutions, enhancing functionality and scalability.

Monitored and maintained a distributed production system comprising microservices and macroservices written in Golang and PHP, ensuring reliability and performance.

Refactored legacy codebases to reduce technical debt, implemented unit and integration tests to improve code quality.

Established programming standards and conventions, fostering best practices across the R&D team through knowledge sharing initiatives.

Architected, documented, and implemented new Golang microservices to handle billing-related tasks efficiently.
Go PHP python gin testify grpc docker docker compose kubernetes mongodb redis elasticsearch rabbitmq git apm zend framework langchain fastapi llm ai pytest
Boldare
Sep 2018 - Jul 2019 (10 months)
Warsaw, Poland
Senior Software Developer / Machine Learning Engineer
Spearheaded machine learning initiatives, including organizing group trainings, conferences, and leading ML-related workshops, enhancing the organization's ML competencies.

Led a ML product team, developing product vision and strategy using Lean Startup methodology, fostering partnerships, and advancing ML algorithm development.

Conducted initial data analysis, recommended tailored solutions to clients, and built product prototypes to validate hypotheses.

Implemented end-to-end ML solutions, including data preprocessing, feature engineering, and integration into existing software for applications such as customer churn prediction and predictive maintenance for wind turbines.

Participated in the Hack The Wind hackathon, securing second place and demonstrating practical application of ML skills.

Led technical recruitment efforts, including conducting interviews, evaluating candidate solutions, and providing comprehensive feedback.

Developed, maintained, and deployed software solutions to production, ensuring optimal performance through continuous monitoring.
php symfony doctrine orm cakephp phpunit rest api aws mysql mariadb postgresql redis git docker kubernetes rabbitmq elk elasticsearch neo4j yii2
XSolve
7 years 6 months
Warsaw, Poland
Machine Learning Engineer
Sep 2017 - Sep 2018 (1 year)
Established machine learning competencies and built the organization’s first dedicated ML team, driving adoption of ML solutions across projects.

Designed and implemented an AWS-based content moderation pipeline for automated product filtering, integrating predictive models for real-time inference.

Developed customer churn prediction models using gradient-boosted decision trees (BRT), leveraging techniques like feature engineering and hyperparameter optimization to improve predictive accuracy.

Spearheaded internal ML initiatives, including a hackathon focused on recommender systems and technical presentations to foster cross-team knowledge sharing.

Created and executed the recruitment framework for ML engineers, including technical assessments and candidate evaluation processes.

Authored ML-focused technical content for the company blog, translating complex concepts into accessible material for clients and stakeholders.

Built FaceValidatorBundle, an open-source computer vision toolkit using face/object detection for profile photo validation, designed for integration with third-party applications.
Machine learning python scikit learn keras xgboost jupyter notebook pandas hyperopt numpy matplotlib Flask data visualization data science
Senior Software Developer
Feb 2016 - Sep 2018 (2 years 7 months)
Architected and developed robust systems and functionalities, ensuring high-quality software delivery and efficient bug resolution.

Led software architecture design, evaluating and recommending optimal technical solutions for complex business problems.

Engineered large-scale applications with asynchronous processing and distributed architecture, improving system performance and scalability.

Engaged with potential clients to understand requirements, design tailored software solutions, and provide accurate project cost estimations.

Mentored junior developers and trainees through comprehensive training programs and pair programming sessions, fostering skill development and knowledge transfer.

Organized and led open programming workshops, promoting community engagement and showcasing the company's technical expertise.
PHP symfony doctrine orm yii cakephp phpunit rest api GraphQL aws mysql mariadb sql server postgresql redis dynamodb neo4j git docker kubernetes rabbitmq elasticsearch
Software Developer
Oct 2013 - Feb 2016 (2 years 4 months)
Designed and developed new systems and functionalities while ensuring timely bug fixes to maintain software reliability.

Conducted audits of PHP-based software, evaluating security and quality, and delivered detailed post-audit reports with actionable recommendations for clients.

Refactored legacy codebases, transforming unreadable, inefficient, and obsolete code into stable and maintainable solutions.

Implemented comprehensive testing strategies, including unit, integration, functional, behavioral, and smoke tests, to ensure robust software performance.

Collaborated within distributed international Scrum teams to deliver projects efficiently in an agile environment.
PHP symfony doctrine orm yii cakephp phpunit rest api GraphQL aws mysql mariadb sql server postgresql redis
Junior Software Developer
Mar 2011 - Oct 2013 (2 years 7 months)
Led the rebranding effort of a desktop .NET application, enhancing user interface and improving overall user experience.

Implemented new functionalities and resolved bugs in existing software, ensuring optimal performance and reliability.

Managed and mentored a team of junior developers in a commercial project, fostering their professional growth and ensuring project success.

Collaborated closely with Dutch client's development Scrum teams at their headquarters, facilitating effective cross-cultural communication and project alignment.

Conducted thorough code reviews, maintaining high code quality standards and promoting best practices within the development team.
PHP c# symfony
This section lets you add any degrees or diplomas you have earned.
University of Economics in Katowice
Master's degree (Graduation w/o Diploma), Information Technology and Econometrics
Jan 2010 - Jan 2016
University of Economics in Katowice
Bachelor's degree, Information Technology and Econometrics
Jan 2007 - Jan 2010
BRAVE.courses
AI Devs - pair programming with AI
Jun 2023
Data Workshop
Practical Time Series Forecasting
May 2020
Data Workshop
Practical Machine Learning
Apr 2018

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