Nodar is a Data Scientist with a strong software development background in Python, advanced analytics algorithms, tools and technologies - embracing big data, obsessing over performance and scalability, and striving to deliver insights and recommendations as fast as possible. He leverages the latest techniques in machine learning across computer vision, sentiment analysis and recommendation systems to optimize decision-making.
Design and build production-level machine learning systems for clients across different industries.
Prepare documentation, reports, and visualizations to communicate complex data/analyses to users.
Identify, research, interpret, group, source, manipulate, and enrich multiple structured and unstructured data assets to facilitate effective analytics.
Worked on a search engine that gives users the best search experience - designing the whole search flow from end-user search query to showing search results. Collected, cleaned, and filtered information, identified and picked relevant results, and collected and ranked metadata for search results.
Produced solutions on an employee referral project - working on the matching system to match employee persona to a given job description. Designed a matching engine that measures the similarities between candidates and job descriptions - collecting millions of job descriptions to train the model and producing the best possible numerical representation of textual data.
Designed, developed and deployed an exciting anomaly detection and similarity measure solution - identifying, collecting and filtering data between several unequal-length time series on the project.
Education
1. Python (Advanced)
2. SQL (Advanced)
HackerRank
2020 - 2020
1. Advanced Python
2. Scaling Python Data Applications with Dask
Pluralsight
2020 - 2020
Doctor of Philosophy Computational Linguistics
Georgian Technical University
2019 - Present (5 years)
1. Machine Learning A-Z™: Hands-On Python & R In Data Science
2. Data Science A-Z™: Real-Life Data Science Exercises Included
3. Deep Learning A-Z™: Hands-On Artificial Neural Networks
4. Data Visualization on the Browser with Python and Bokeh
5. Interactive Python Dashboards with Plotly and Dash
6. The Complete SQL Bootcamp
Udemy
2018 - 2019 (1 year)
Master's Degree in Economics
International School of Economics at Tbilisi State University