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๐ŸŽ“ UC Berkeley
๐Ÿ“ US Citizen

Hi, I'm Noam Elisha

I'm a Software Engineer with a UC Berkeley M.S. in Industrial Engineering & Operations Research, focused on Data Science and Machine Learning. I also hold B.S. degrees in Electrical Engineering & Computer Science and Industrial Engineering, plus a B.A. in Music.

I've worked across data engineering, backend systems, and ML โ€” from building Snowflake data pipelines at Fetch Rewards, to setting up the full AWS cloud environment at NHERI SimCenter, to developing an I/O performance testing pipeline as an intern at Amazon Web Services.

I specialize in turning complex data and systems problems into clean, efficient solutions โ€” whether that's training a neural network, optimizing a data model, or building CI/CD infrastructure from scratch.

๐Ÿ Python ๐Ÿ”ฅ PyTorch ๐Ÿ—„๏ธ SQL โ„๏ธ Snowflake ๐Ÿ”ง dbt โ˜• Java โšก C++ โ˜๏ธ AWS ๐Ÿณ Docker ๐Ÿ™ Git ๐Ÿง Linux ๐Ÿ“ฑ Android ๐ŸŽฎ Unity ๐Ÿค– C#

Experience

Four companies, from startup to big tech โ€” always building things that matter.

Mar 2025 โ€” Jul 2025 ยท Remote
Analytics Engineer
Fetch Rewards
Worked on Fetch's product catalog data infrastructure using SQL, Python, dbt, and Snowflake. Built a Slowly Changing Dimension (SCD) table to track catalog changes, created Grafana dashboards for catalog metrics (match rates, fidelity, completion), translated Go barcode conversion logic into Python Snowflake UDFs, and diagnosed faulty incremental logic in a 20M-row dbt model.
Jun 2023 โ€” Dec 2024 ยท Berkeley, CA
Software Developer
NHERI SimCenter
Set up and managed the team's entire AWS environment for large-scale structural engineering simulations. Implemented CI/CD nightly builds via GitHub Actions, built Docker images for Qt/C++ SimCenter apps deployable on DesignSafe remote servers, overhauled the HPC job scheduling interface in C++, and migrated Google Analytics from UA to GA4 to secure NSF funding. Collaborated to investigate and correct a 100K+ building Atlantic County dataset using Python, Google Geocoding API, and multiple government data sources.
Aug 2021 โ€” Jun 2023 ยท Irwindale, CA
Software Developer
Business Needs Inc.
Built integration modules for academic scheduling software, automating data feeds from universities and schools. Designed and delivered personalized dashboards for university deans, department chairs, and instructors. Also developed telemetric dashboards for fleet management, configurable to individual client business needs.
Jun 2021 โ€” Aug 2021 ยท Remote
Software Development Engineering Intern
Amazon Web Services
Built an AWS Pipeline to automate I/O performance testing for new NVMe storage driver releases, comparing performance across versions. Pipeline outputs data as interactive graphs in AWS Quicksight. Created the full database schema to store DISKSPD benchmark results. Results were used directly by the team to verify driver performance before customer-facing releases.

UC Berkeley

Four degrees from one of the world's top engineering schools.

Graduate
M.S. Industrial Engineering & Operations Research
Data Science & Machine Learning Focus ยท UC Berkeley
M.S. Capstone: EV Charging and Driving Behavior Analysis, Forecasting, and Optimization โ€” in partnership with General Motors. Used ONSTAR driving data to model driver/charger behavior, generate synthetic data, analyze grid impact, and optimize highway charger placement.
Undergraduate
B.S. Electrical Engineering & Computer Science
UC Berkeley ยท EECS
Coursework: Data Science, Machine Learning & AI, Optimization and Algorithms, Statistics and Simulation. B.S. Capstone: Anomaly Detection in Catheter Production Line โ€” in partnership with Biosense Webster, identifying root causes of faulty catheters using environmental and behavioral data.
Undergraduate
B.S. Industrial Engineering & Operations Research
UC Berkeley ยท IEOR
Member of Alpha Pi Mu, the Industrial Engineering Honor Society.
Undergraduate
B.A. Music
UC Berkeley ยท College of Letters & Science
Conductor and Concertmaster of the UC Berkeley Philharmonia Orchestra and Summer Symphony. Assistant Conductor of the UC Berkeley Symphony Orchestra.

Interests & Passions

The things that drive me, inside and outside of work.

๐Ÿค–
Machine Learning
๐ŸŽต
Conducting & Music
โ˜๏ธ
Cloud Systems
๐ŸŽฎ
Game AI
๐Ÿ“Š
Data Science
๐ŸŒ
Open Source
๐Ÿš—
EV & Clean Energy
๐ŸŽฒ
Board Games

Ready to work together?

Whether you have a project in mind or just want to chat about ML and tech โ€” my inbox is always open.

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