Curriculum Vitae
Software engineer / Data scientist from Georgia
Freelancer @ Upwork (Nov 2021 - present)
Head of Data Analysis Unit @ BOG (Mar 2019 - present)
Data Scientist @ BOG (Mar 2018 - Mar 2019)
One of the top banking systems in Georgia
Data Analyst @ 112 Georgia (Sep 2015 - Mar 2018)
ASP.NET MVC Developer @ 112 Georgia (Aug 2014 - Sep 2015)
Emergency response center of Georgia
Migration/ETL @ BOG
Platform for huge data migration. ETL pipeline tasks automation
Technologies used: Python, Apache Airflow
Research: Data Engineering
Hashing & Clustering @ Upwork
Probably the biggest challenge I’ve ever faced. Deep journey of handling huge amount of data sources and create data transformations to meet the need of categoring and managing the insights. Details under NDA
Technologies used: Python, AWS, Heroku, Postgres
Research: Hashing, Clustering
Live Dashboard @ Upwork
Visualization platform to monitor the process of trading bot’s financial contributions
Technologies used: Python, Dash, AWS, Heroku, Postgres
Model Evaluation Dashboard @ Upwork
Visualization platform for exploring&testing financial model performances with different parameters
Technologies used: Python, Bokeh, AWS, Heroku
Warehouse Automation @ Upwork
Physical prototype for a revolutionizing warehouse automation product. Details under NDA
Technologies used: Python, pygame
Research: Graph Traversal, Iterative Deepening
Incident Management System @ BOG
Full-stack app for incident monitoring&management
Technologies used: Python, Flask, React
User profiling system @ BOG
Staff profiling platform, with data migration/gathering utilities
Technologies used: Python, Django, Celery, HTML/CSS/JS
Research: CRM
Flask Scheduler @ BOG
Reporting service + Aotumation/scheduling of Python/SQL jobs
Technologies used: Python, Flask, APScheduler, HTML/CSS/JS
Sentiment Analysis/LDA @ BOG
Topic modeling and Sentiment analysis on feedback data to define client satisfactory respectively to the topics
Technologies used: Python, nltk, gensim
Research: NLP, LDA
Credit Risk Models @ BOG
Scoring models for different banking products to predit probability of default in order to make lending process (semi)automatic
Technologies used: Python, xgboost, sci-kit learn
Research: Data Science, Machine Learning, xgboost
Shift management @ 112 Georgia
Define&Monitoring KPI parameters for the call center. Automate system for 24/7 live monitoring of workload and call distribution, then adjusting shifts to meet the optimized handle time.
Technologies used: Python, SQL
Research: Erlang Statistic, Statistical Analysis, Queueing Theory
Task manager @ 112 Georgia
In-house task management system.
Technologies used: ASP.NET MVC C#, IBM/SQL, HTML/CSS/JS
User registration/login system @ 112 Georgia
User profiling system for existing platform
Technologies used: ASP.NET MVC C#, IBM/SQL, HTML/CSS/JS
🇺🇸 English: B2
Master of Mathematics
Tbilisi State University - Tbilisi, Georgia (Sep 2019 - May 2021)
Bachelor of Mathematics and Computer Science
Tbilisi State University - Tbilisi, Georgia (Sep 2014 - May 2018)