Backend Python Developer/ML-Engineer
Saba
Python developer/ML Engineer with 3 years of hands-on experience building scalable backend systems and machine learning pipelines. I've worked on tools for rendering automation, user sentiment analysis, and predictive modelling, using frameworks like TensorFlow and Keras. I enjoy solving real-world problems with data, whether it's optimising APIs or training vision models for vehicle damage detection.
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Saba's timeline
Backend Python Developer/ML-EngineerTurboRender
- Designed new features to rendering products
- Manually updated and created modules for Deadline
- Collected and processed data for time prediction analysis to improve forecasting accuracy.
- Developed a sentiment analysis model to assess user attitudes and built a user-based recommendation system based on behavioral patterns.
- Designed a data generation pipeline for scientific research and implemented a visual predictive model
- Created ChatBot to connect tech.support with clients
- Wrote scripts and queries for working with data bases (MariaDB and PostgreSQL)
Python DeveloperSmart Parker
- Developed and implemented solutions for a parking service using Docker for containerizing models and services.
- Trained a visual model to recognize scratches and damages on vehicles using computer vision techniques.
- Optimized the data preparation process, including image augmentation, to improve the model's training quality.
- Configured Nginx for load balancing and optimized the performance of API services, ensuring stable operation under high loads.
- Managed and analyzed databases (MariaDB, PostgreSQL), optimizing queries and ensuring efficient handling of large datasets.
Database SpecialistFreelance
Evaluating existing database, writing technical documentation for the back-end development department, creating/optimizing SQL queries, and preparing reports on monthly/quarterly/yearly results.
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