Saif Elsaady — Engineering Project Portfolio

26 projects across energy, hardware, semiconductors, ML, and data science.

github.com/selsaady1 · LinkedIn

Energy & Power (3)

Photovoltaic Energy Conversion

Residential grid-connected PV + battery; net metering vs net billing (Python).

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Solar-Cell Simulator

PV solar-cell simulator + mini-projects using TMY3 weather data (Python).

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Microgrid Design & Operation

Microgrid design and operation course projects.

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Hardware & Embedded (3)

Microcontrollers in Smart Systems

Embedded-C microcontroller labs (UART/SPI/I²C) and a project.

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Design of Electrical Systems

Electrical-systems labs and a final design project.

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Robotics & Machine Learning

Robotics + ML special-topics project.

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Semiconductors (3)

Semiconductor Device Modeling

Device modeling with Silvaco TCAD + Python/MATLAB solvers.

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Semiconductor Packaging Research

Fundamentals of semiconductor packaging — research.

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Materials Modeling

Advanced materials characterization / modeling (MSE 550).

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Machine Learning & AI (4)

Speech & Audio ML — Keyword Spotting

MFCC feature extraction + classifier pipeline (Python/MATLAB).

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AI / ML Project

Applied machine-learning project notebook.

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Computer Vision & Deep Learning

Computer-vision / deep-learning project notebook.

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Stochastic Optimization

Stochastic optimization project and report.

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Data Science (7)

Geospatial Analysis (Python GIS)

Python GIS module work and a geospatial final project.

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Data Analysis & Visualization in R

Exploratory data analysis and visualization in R.

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Applied Numerical Methods

Applied numerical & computational methods project.

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Data Analytics — Project 1

Data analytics project (DAT 301).

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Data Analytics — Project 2

Data analytics project (DAT 301).

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Big Data in Context

Big-data analysis project (BIO 511).

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Python GUI / Flagging Tool

Python GUI flagging-logic tool.

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Research & Design (6)

Conservation & Ecology Poster

Quantitative-methods research poster with R analysis.

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SURF Research Poster

Undergraduate research fellowship poster.

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Applied Project Poster

SPE 593 applied-project poster.

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Reverse-Engineering Report

Engineering reverse-engineering technical report.

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Chemical Engineering Presentation

CHE 518 final presentation.

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Connecting with Nature

Literature review (FSE 598).

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