Aviv Gerasi
Tel Aviv
Summary
Dynamic AI Engineer with a proven track record at HP Indigo, leveraging machine learning and Python to predict consumable failures. Recognized for developing innovative tools and leading projects that enhance data analysis and operational efficiency. A persuasive leader skilled in LLMs and cloud services, committed to delivering impactful solutions.
Overview
12
12
years of professional experience
Work History
AI Engineer
Freelance / Personal Projects
01.2024 - Current
- Developed tools to recognize and classify visual elements in video using LLMs, deployed in production environments.
- Created a photo-to-video generation service, enhanced by AI-driven script generation and editing using LLMs.
- Designed and deployed full AI pipelines including APIs and monitoring for robust, scalable applications.
Data Scientist
HP Indigo
05.2022 - 12.2023
- Predicted consumable failures using machine learning models.
- Preprocessed and cleaned large datasets using SQL and Python to implement statistical techniques.
Full-time Research Student
Bar-Ilan University
01.2020 - 01.2022
- M.Sc. Thesis: "Process mining based on uncertain traces".
- Led a project at Gong using LSTM algorithms in Python.
- Tutor for Probability and Statistics courses.
Product Analyst
Intel Corporation
12.2018 - 09.2020
- Received award for creating tools that verified data discrepancies in internal databases.
- Designed dashboards and reports to improve product spec analysis using Python and QlikView.
- Developed interactive visualizations to support decision-making.
Intelligence Gathering Officer
Israeli Air Force (Shatal - Satellite Unit)
01.2013 - 01.2015
- Awarded "Excellent Officer" in 2014.
- Led operational intelligence missions and supervised a team of analysts.
Education
M.Sc. - Electrical Engineering - Data Science
Bar-Ilan University
01.2023
B.Sc. - Industrial and Management Engineering
Afeka College of Engineering
01.2020
Skills
- Hardworking
- Persuasive
- Motivator and leader
- SQL
- Python
- llm
- Prompt engineering
- Transfer learning
- Machine learning
- Data analysis
- Statistics
- Algorithms
- gcp/aws service cloud
Languages
- Hebrew, Native
- English, Fluent
Military Service
Intelligence Gathering Officer, Israeli Air Force (Shatal - Satellite Unit), 01/01/13, 12/31/15, Awarded 'Excellent Officer' in 2014., Led operational intelligence missions and supervised a team of analysts.
Timeline
AI Engineer
Freelance / Personal Projects
01.2024 - Current
Data Scientist
HP Indigo
05.2022 - 12.2023
Full-time Research Student
Bar-Ilan University
01.2020 - 01.2022
Product Analyst
Intel Corporation
12.2018 - 09.2020
Intelligence Gathering Officer
Israeli Air Force (Shatal - Satellite Unit)
01.2013 - 01.2015
M.Sc. - Electrical Engineering - Data Science
Bar-Ilan University
B.Sc. - Industrial and Management Engineering
Afeka College of Engineering
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