אורי שכטר

Data Science, Deep Learning Expert

תל אביב, ישראל

פרילנסר

צור קשר

אודותינו

I am a data scientist with rich experience building innovative, machine learning solutions for early stage start-up companies, as well as advising and enhancing more established companies' technology.

I design innovative, break-through technologies, utilizing the advances in machine and deep learning to provide an unfair competitive advantage for my clients.

Having been a CTO for 3 years, I have a great familiarity with the development cycle of innovative technology, from data collection to deployment.

Technology domains:
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NLP - Sentiment, Semantic Search and Clustering, Trends, Recommendation Systems.
Social - Graph Neural Networks, Virality prediction, Social Trends.
Voice - Sentiment, Speech Enhancement, Intonation Extraction, Speech Segmentation, Automatic Lip-synching.
And many more.

Architectures:
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Supervised, Unsupervised, Classification, Regression, Prediction, Time Series, Graphs.

Companies I have worked with include: VoiceItt, Mon4rt, Bezalel Academy for Art and Architecture.

שפות

עברית

שפת אם

אנגלית

שליטה קרובה לשפת אם

תחומי התמחות

טכנולוגיה

300 ₪ לשעה

AI, בינה מלאכותית

Design innovative, break-through technologies, utilizing the advances in machine and deep learning technologies to provide an unfair competitive advantage for my clients.

Chatbot, צ׳אטבוט

Design domain specific chatBot based on OpenAI's chatGPT API for various purposes (general information, customer support etc.).
ChatGPT prompt engineering for content analysis.

Machine Learning

10 years of experience with Supervised, Unsupervised, Classification, Regression, Prediction, Time Series and Graphs architectures.

עיבוד תמונה

.Design domain specific image recognition/classification models

רשתות עצביות - Neural Networks

Technology domains: NLP - Sentiment, Semantic Search and Clustering, Trends, Recommendation Systems. Social - Graph Neural Networks, Virality prediction, Social Trends. Voice - Sentiment, Speech Enhancement, Intonation Extraction, Speech Segmentation, Automatic Lip-synching.

זיהוי דיבור - Speech, Voice Recognition

Sentiment, Speech Enhancement, Intonation Extraction, Speech Segmentation, Automatic Lip-synching.

Deep Learning

Deep Autoencoders, Deep Belief Nets, Dimensionality Reduction.

עיבוד שפה טבעית - NLP

20 years experience with Sentiment, Semantic Search and Clustering, Trends, Recommendation Systems, Social - Graph Neural Networks, Virality prediction, Social Trends.

תכנות ופיתוח תוכנה

250 ₪ לשעה

Python

Developing with Python as main programing language for high-end backend services

פיתוח אפליקציות ל- Android

אפליקציה עם ממשק קולי (Speech recognition + Text to speech), הכוללת ניתוח אודיו לצורך אנימציה של דמות עם תנועות שפתיים.
אפליקציה לחיפוש קולי.

פיתוח אלגוריתמים

Design domain-specific Machine Learning solutions following a process of problem definition, data analysis and optimal architecture selection.

מפתחי Back-end

Developing mission critical back end services on production platforms using python.

נסיון תעסוקתי

מאי 2008 - אוגוסט 2011

Co-founder and CTO

Subber Media , Tel Aviv

Wrote a "blind" speech segmentation algorithm (segment to sentences with no need to recognize speech), for this online video subtitle platform. Managed a team of 15 developers for 3 years,

אוגוסט 2001 - אוגוסט 2007

Natural Language Processing Developer

Melingo (Morfix) , Tel Aviv

During six years of working for this NLP company, I wrote the English Morphology System for the online English-Hebrew dictionary, still used to this day, along with numerous NLP systems for Arabic and Chinese.