Aryas Karimi
Summary
Skilled professional with expertise in Python, Django, Flask, and FastAPI, focusing on machine learning, NLP, and computer vision. Proficient in Docker, GitHub, Jenkins, and JIRA for efficient development processes. Experienced in building data pipelines and developing APIs adhering to RESTful and GraphQL standards. Utilizes advanced frameworks like TensorFlow and PyTorch to enhance data-driven solutions.
Overview
6
6
years of professional experience
5
5
years of post-secondary education
Work history
Python Developer
Kubak
09.2023 - 08.2024
- Spearheaded the development of scalable Python microservices, integrating ML models into RESTful APIs to drive real-time decision-making in fintech applications.
- Refactored and modularized legacy codebases, which improved code readability and maintainability by 40% and decreased technical onboarding time for new developers.
- Designed and implemented CI/CD workflows using GitHub Actions and Jenkins, accelerating software release cycles by 30% while maintaining high test coverage and quality assurance.
Freelance Python Developer
Upwork
09.2019 - 01.2024
- Partnered with over 15 clients across finance, e-commerce, and logistics sectors to deliver tailored backend systems, automation solutions, and ML-based applications.
- Built REST APIs using FastAPI and Flask that scaled to handle thousands of concurrent requests, significantly reducing downtime and increasing reliability.
- Created NLP-powered chatbot systems for customer support, which improved first-response speed by 35% and reduced ticket resolution time by 25%.
- Designed efficient data pipelines using Pandas and NumPy, optimizing ETL processes and improving data throughput by 20%.
- Trained and deployed ML models for classification, sentiment analysis, and recommendation engines, leading to improved user personalization and retention rates.
- Maintained continuous delivery pipelines using Git, Docker, and CI/CD tools, ensuring consistent and on-time project delivery across diverse time zones.
Machine Learning Engineer
NextGen Tech
01.2023 - 08.2023
- Delivered production-ready ML models for complex text and image classification problems with 92% accuracy, enabling more intelligent content moderation systems.
- Developed robust MLOps infrastructure to automate retraining and deployment pipelines, reducing human error and improving deployment speed by 50%.
- Led integration of transformer-based architectures in fraud detection tools, improving anomaly detection accuracy and helping reduce fraud loss by estimated 18%.
AI Developer
BrightTech Solutions
02.2022 - 12.2022
- Designed and implemented ML-powered recommendation engines using Spark, Kafka, and PySpark, boosting user engagement and driving a 25% increase in sales conversion.
- Automated demand forecasting and inventory optimization with predictive ML models, resulting in a 30% reduction in stockouts and over-ordering.
- Coached junior engineers and data scientists on AI deployment best practices, accelerating the team's transition to a scalable production ML environment.
Django Backend Developer
Ainfluencer
04.2020 - 01.2022
- Engineered backend systems supporting user behavior tracking, engagement metrics, and analytics using Django, PostgreSQL, and Celery.
- Integrated Docker, RabbitMQ, and Elasticsearch to enhance system scalability, leading to a 3x improvement in API response times under peak loads.
Software Developer
Software Gostar
01.2019 - 03.2020
- Built high-performance REST and GraphQL APIs for internal enterprise systems, enabling smooth integration across departments and partners.
- Automated testing and CI/CD processes, increasing software deployment frequency and reducing release bugs by 40%.
- Championed robust QA practices using Postman and Selenium, ensuring API compliance and resilience before live deployment.
Education
MSc - Artificial Intelligence
Birmingham City University
09.2023 - 09.2024
BSc - Computer Engineering
University of Kurdistan
09.2018 - 06.2022
Skills
- Languages & Frameworks: Python, Django, Flask, FastAPI, TensorFlow, PyTorch, scikit-learn
- Tools & Platforms: Docker, Git, GitHub, Jenkins, GitLab CI, Postman, JIRA, RabbitMQ, Elasticsearch
- Data & Cloud: Pandas, NumPy, Spark, Kafka, RESTful APIs, GraphQL, MLOps
- Domains: Machine Learning, NLP, Computer Vision, Data Pipelines, API Development
Websites
Courses
Coursera, Machine Learning by Andrew Ng Jan 2019 – Jan 2019
Timeline
Python Developer
Kubak
09.2023 - 08.2024
MSc - Artificial Intelligence
Birmingham City University
09.2023 - 09.2024
Machine Learning Engineer
NextGen Tech
01.2023 - 08.2023
AI Developer
BrightTech Solutions
02.2022 - 12.2022
Django Backend Developer
Ainfluencer
04.2020 - 01.2022
Freelance Python Developer
Upwork
09.2019 - 01.2024
Software Developer
Software Gostar
01.2019 - 03.2020
BSc - Computer Engineering
University of Kurdistan
09.2018 - 06.2022
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