Avner Adda
Data Scientist
Tech Stack
About Me
I'm a Data Scientist with a strong foundation in Applied Mathematics and Computer Science, bringing over 6 years of hands-on experience in machine learning and artificial intelligence...
Education
Data Science Program
A full-time training course in collaboration with leading tech companies, which qualifies talented STEM MSc graduates as professional Data Scientists.
Master's Degree Sc. Applied Mathematics & Computer Science
Curriculum entailing the consideration of the main trends observed in the banking industry and in the job market, coupled with Data Science courses.
Experience
Data Scientist
Deloitte • Tel-Aviv
- ▹Implemented a data cleansing solution to mask sensitive information on documents using NLP method (NER).
- ▹Architected and implemented an enterprise-scale Graph-RAG system for healthcare data processing.
- ▹Led end-to-end development of a machine learning clustering algorithm for healthcare provider segmentation, processing 1M+ patient records to optimize drug accessibility pathways
- ▹Collaborated with diverse consumer goods clients to deliver personalized customer clustering analyses using classical Machine Learning and Generative AI techniques. Additionally, contributed to the development and improvement of the package
Tools & Technologies
Data Scientist
Adopt-a-Contractor • Netanya
- ▹Leading company's machine learning projects and their releases into production
- ▹Implementation of machine learning algorithms to detect and reduce fake requests and predict prices
Tools & Technologies
Data Scientist
PowToon • Tel-Aviv
- ▹Detected anomalies using time series algorithms and testing its robustness using Python and AWS environments
- ▹Retrieved BI data warehouse using SQL, build the data history to map the behaviour of KPI's over time
Tools & Technologies
GitHub Contributions
Lilmod - AI Language Learning Platform
Full-stack AI-powered language learning platform with personalized learning paths, adaptive quizzes, and news-based content
Featured Projects
Financial Technology
Forecasting Critical KPIs
Predicted bank KPIs threshold crossings for proactive decision-making
Credit Prediction
ML model predicting creditworthiness based on bank account data
Healthcare & Life Sciences
RAG Application
Retrieval-augmented generation for healthcare data
Healthcare Provider Profiling
Provider segmentation for improved drug accessibility
Natural Language Processing
Confidential Information Masking
Automated sensitive information masking using AI models
Product Recommendation Engine
Clustered Israeli products based on nutritional value and price optimization
Machine Learning & AI
Anomaly Detection System
Real-time anomaly detection for SaaS KPI monitoring
Musical Genre Prediction
Genre prediction using audio spectrograms
Hobbies & Interests
Reading
Passionate about continuous learning through books
Volunteering
Contributing to the community and making a positive impact
Writing Articles
Sharing knowledge and insights through technical writing
Soccer & Gaming
Enjoying competitive sports and strategic gaming
Surfing
Catching waves and embracing the ocean lifestyle
CrossFit
Committed to fitness and personal development
Tools & Technologies
PostgresSQL
SQLAlchemy
Selenium
aws
docker
gcp
git
html
hugging face
langchain
linux
numpy
nvidia
pandas
python
scikit learn
snowflake
sparkMy Articles
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