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Berkay G. Python, SQL and Machine Learning Platforms

My name is Berkay G. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Python, SQL, Selenium, Data Scraping, Jupyter Notebook, etc.. I hold a degree in Bachelor of Arts (BA), Master of Science (MS). Some of the notable projects I've worked on include: Spechunt (Agentic Electronics Research Assistant), AI Powered Music Recommendation System, Used Car Price Detection System, Crypto Trend Prediction Algorithm, Purchase Prediction Model for e-commerce, etc.. I am based in Istanbul, Turkey. I've successfully completed 7 projects while developing at Softaims.

I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof.

The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time.

I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

Main technologies

  • Python, SQL and Machine Learning Platforms

    5 years

  • Python

    4 Years

  • SQL

    3 Years

  • Selenium

    3 Years

Additional skills

  • Python
  • SQL
  • Selenium
  • Data Scraping
  • Jupyter Notebook
  • Docker
  • Python Script
  • Plotly
  • Python Scikit-Learn
  • Machine Learning
  • API
  • TensorFlow

Direct hire

Potentially possible

Previous Company

Mentalift Consultancy

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Experience Highlights

Spechunt (Agentic Electronics Research Assistant)

A real-time product research tool that scrapes Amazon, YouTube, and blogs, transforming unstructured reviews into actionable insights

AI Powered Music Recommendation System

Curate Me a Playlist is an innovative Personal Music Recommendation System designed to enhance your music experience. Utilizing a powerful Contrastive Learning Audio Pretraining Model developed by LAI

Used Car Price Detection System

I've developed a price detection system that actively monitors advertisements on one of Turkey's largest used car marketplace websites. When a noteworthy deal appears in a car ad, the system promptly

Crypto Trend Prediction Algorithm

An end-to-end crypto asset pipeline that handles data extraction, preprocessing, evaluation, monitoring; single-handedly by utilizing Ploomber and MLFlow.

Purchase Prediction Model for e-commerce

The XGBoost model predicts whether a customer will buy an item from a given item category. Search queries were vectorized using the TFIDF algorithm to enrich feature engineering.

Education

  • Sabanci University

    Bachelor of Arts (BA) in Psychology

  • Keele University

    Master of Science (MS) in Cognitive Psychology

Languages

  • English (Fluent)✓