Giorgi B.
Data Scientist
Giorgi is a seasoned Senior Data Scientist with six years of experience, specializing in HR technology, cloud-based POS systems, SaaS, cloud computing, eCommerce, and AI technology.
Giorgi has notably implemented natural language processing to enhance hiring processes and improve employee referrals by matching job requirements with suitable candidates. This initiative significantly optimized hiring operations and enhanced the referral process.
Throughout his career, Giorgi has worked primarily in Georgia, contributing substantially to projects in the USA, UK, and UAE through remote engagements.
Huvudsaklig expertis
- Scrapy 5 år
- Selenium 5 år
- Data Science 6 år
Andra kompetenser
- AWS S3 5 år
- DevOps 5 år
- Data Engineering 5 år
Utvald erfarenhet
Anställningar
ML Engineer with focus on NLP tasks
LA Holding GmbH (via Proxify) - 2 månader
- Developing and implementing NLP (Natural Language Processing) models.
- Utilizing Python for machine learning and data processing tasks.
- Working with TensorFlow and PyTorch for model development and training.
- Implementing machine learning solutions on AWS, using services like EC2 and S3.
- Managing databases with PostgreSQL.
- Building APIs using FastAPI for application integration.
- Handling asynchronous tasks with Celery.
- Integrating and leveraging the ChatGPT API for advanced NLP functionalities.
- Employing RabbitMQ to handle message queuing requirements.
Teknologier:
- Teknologier:
AWS S3
ChatGPT API
Python
- PyTorch
RabbitMQ
Celery
PostgreSQL
- NLP
AWS
AWS EC2
FastAPI
TensorFlow
Machine Learning
Senior Data Scientist
Intrro - 4 år 9 månader
- Implemented neural language processing techniques to optimize the hiring process and improve employee referrals by matching job requirements with suitable candidates from employee LinkedIn contacts.
- Trained and deployed deep learning models to enhance the accuracy and efficiency of data-driven decision-making in the employee referral program.
- Conducted data scraping and processing to curate relevant datasets for training deep learning models, contributing to the development of sophisticated algorithms and solutions for talent acquisition.
- Proficiently deployed Python services using Flask, FastAPI, Celery, RabbitMQ, and Cronjobs for seamless integration and process automation.
Teknologier:
- Teknologier:
Neo4j
AWS S3
ChatGPT API
DevOps
Scrapy
Selenium
Python
ElasticSearch
Flask
- PyTorch
RabbitMQ
Celery
Scikit-learn
MongoDB
- NLP
AWS
Google Cloud
- Team leading
FastAPI
REST API
- API
Scrum
Agile
Jira
Data Scientist
Franpos - 6 månader
- Leveraged deep learning frameworks such as PyTorch and TensorFlow to engineer advanced algorithms that accurately identified and tracked customers, thereby enhancing the overall customer experience within the cloud-based POS and business management system.
- Adeptly managed databases using PostgreSQL and MS SQL to store and retrieve crucial data, ensuring data integrity and efficient access.
- Demonstrated a dynamic combination of computer vision engineering, Python development, and machine learning expertise at Franpos, resulting in a robust facial detection and tracking system within the cloud-based POS and business management system.
- Trained and deployed deep learning models to enhance accuracy and efficiency in data-driven decision-making for the employee referral program.
- Conducted data scraping and processing to curate relevant datasets for training deep learning models, contributing to the development of sophisticated talent acquisition algorithms and solutions.
- Proficiently deployed Python services using Flask, FastAPI, Celery, RabbitMQ, and Cronjobs for seamless integration and process automation.
Teknologier:
- Teknologier:
Scrapy
Selenium
Python
ElasticSearch
Flask
SQL
PostgreSQL
MySQL
- Computer Vision
FastAPI
REST API
- API
TensorFlow
Scrum
Agile
Jira
Machine Learning
Azure
Utbildning
MSc.Computer Science
Tbilisi State University · 2021 - 2024
BSc.Computer Science
Tbilisi State University · 2015 - 2019
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