Amit Shkolnik

Amit Shkolnik

Natural Language processing (NLP), Machine Learning, Deep learning, Neural networks, Search engines

Moza Illit, Israel
Freelancer
1 Project
  Contact

ABOUT

15 years of experience in the fields of natural language processing (NLP), machine Learning, deep learning (Neural networks), data, big data, search engines, information retrieval, algorithms, artificial intelligent
DB expert- MSSQL, Postgre, MySql, Mongo, SOLR, Elastic.
API, Clouds, Ubuntu, Windows, Restful, etc.

Hands on coding, solutions designs, guiding teams, applications to Israel Innovation Authority & EU
Vast theoretical knowledge as well as hands on experience.

https://www.linkedin.com/in/amitshkolnik/

LANGUAGES

Hebrew
Native or bilingual proficiency
English
Full professional proficiency
Arabic
Limited working proficiency

SKILL DETAILS

Technology

Solr, Lucene
10 Years in Search Engine- Design, implement, optimize, etc. English & Hebrew. Combining search engine with natural language processing and machine learning.
AI, Artificial Intelligence
Mainly Machine learning, Natural language processing, Deep learning, etc.
Machine Learning
Natural language processing, machine learning, neural network, re-enforcement learning.
From SVM and decision trees to neural networks- CNN, LSTM, MLP, etc.
Neural Networks
Strong theoretical background and experience with NN as CNN, LSTM, MLP, language models.
Design and implementation.
Deep Learning
Strong theoretical background and experience with NN as CNN, LSTM, MLP, language models
Natural Language Processing (NLP)
10 years of experience in NLP, including Text classification, language models, clustering, topication, words embedding, Name Entity Recognition, Machine Learning, neural networks for text, Big data, social networks analysis, etc.

Software & Programming

DB - MySQL
15 years of experience in various DB systems:
Queries, optimization, schemas, security, performance, backups, reporting etc.
DB - PostgreSQL
15 years of experience in various DB systems:
Queries, optimization, schemas, security, performance, backups, reporting etc.
DB - MSSQL, SQL Server
15 years of experience in various DB systems:
Queries, optimization, schemas, security, performance, backups, reporting etc.
BI, Data Science, Big Data
Working with various DB and Big Data frameworks- from SQL & Mongo to RabbitMQ, SOLR, Elastic, Micro services, etc.
Specially data analysis, querying, ETL (Handling the huge volumes).
Python
Coding AI, NLP, ML systems end-to-end including API implementation etc.
Algorithm Development
My expertise is mainly in Natural Language Processing, Machine learning, Deep learning, Search engine.
A-Z design and development of NLP, ML, DL, data & Big data systems including cloud infrastructure, API (Google, AWS, Azure).

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1 Reviews

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Rating: 4.7.
30000 ILS
Quality of Work
Professionalism
Expertise
Responsiveness
Cost Adherence
Schedule Adherence
עמית בחור מאוד מקצועי ונוח לעבודה, רמת הזמינות שלו היתה גבוהה מאוד. איכות
הפתרון היתה טובה וענתה על הציפיות, בהחלט נשקול לעבוד עם עמית על פרוייקטים נוספים בהמשך.
6 Jul. 2020
Yaniv Levi Solr Service Upgrade