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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Jack's Portfolio</title>
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="description" content="Learn about Jack and read useful guides on data science, machine learning, data engineering, and backend software.">
<link rel="canonical" href="https://jackmead515.github.io/">
<meta name="robots" content="index, follow">
<link rel="stylesheet" href="styles/index.css">
<link rel="stylesheet" href="styles/header.css">
<link rel="stylesheet" href="styles/main.css">
</head>
<body>
<header>
<div class="header__headshot"></div>
<div>
<h1>Jack Mead</h1>
<p>ML | CV | Data | Backend Engineer</p>
<div class="header__contact">
<a href="https://github.com/jackmead515" target="_blank"><img width="16" height="16" src="images/github.png" alt="github"/></a>
<a href="https://www.linkedin.com/in/jack-mead-687507a2/" target="_blank"><img width="16" height="16" src="images/linkedin.png" alt="github"/></a>
<a href="mailto:[email protected]">
<img style="margin-right: 16px; width: 16px;" src="images/mail.gif" alt="email"/>[email protected]
</a>
</div>
<div>
<p><b>Languages</b>: Python, SQL, Rust, Node.js, Java</p>
<p><b>Libraries</b>: Scikit-Learn, PySpark, OpenCV, Pytorch, Dask</p>
<p><b>Frameworks</b>: Kafka, Postgres, MongoDB, Databricks, Kubernetes, AWS</p>
</div>
</div>
</header>
<main>
<div class="main__about">
<h2>About</h2>
<p>
I am a machine learning and data engineer with a passion for my work. Growing up in Iowa,
surrounded by corn fields and gardening with my family, I developed a love for
agriculture and the environment. My entire career, I've been focusing on applying
my skills to wrangle data together for agronomists, environmentalists, research
scientists, and farmers whether on the land or in the sea. In my career, I've helped
to automated the collection of <b>billions</b> images for computer vision tasks and
<b>terabytes</b> of telemetry from sensors all over the world. <img src="images/camera.gif" width="16" height="16"/>
</p>
<div class="about__section">
<p>
For agronomists, I automated timelapse imagery
for research scientists to phenotype different species of corn. The biggest
challenges were dealing with the extreme temperatures, humidity, lack of
stable electricity, mischievous research scientists, and the limited
resources of a Raspberry Pi. <img src="images/plant.gif" width="16" height="16"/>
</p>
<div class="about__image about__image--phenocam"></div>
</div>
<div class="about__section">
<div class="about__image about__image--biocam"></div>
<p>
For fish farmers, I automated monitoring the growth and behavior of fish.
In the open ocean, there is so much variability in the environment making it
very difficult to capture data. One of the biggest challenges was collaboration
with a global team. <img src="images/fish.gif" width="20" height="20"/>
</p>
</div>
<div class="about__section">
<p>
For coffee farmers, <a href="https://www.ainascan.com" target="_blank">I'm building models to monitor crops to predict
yield, disease, and pests.</a> The most fun part of this project is
volunteering and taking ownership of the data collection and analysis.
The most challenging part is domain knowledge and rigor required to
run a project independently. <img src="images/coffee.gif" width="20" height="20"/>
</p>
<div class="about__image about__image--coffee"></div>
</div>
<p style="margin-top: 40px">
Over time, I hope to continue to learn and grow in my career,
applying my skills to industries and communities in need. The environment
will always remain a passion of mine and whether or not I'm working in
the field, I will always be working to protect it. If your organization
is in need please reach out to me at my email. <img src="images/globe.gif" width="16" height="16"/>
</p>
</div>
<div class="main__notebooks">
<h2>Projects</h2>
<p style="margin-bottom: 40px;">
I work on many different projects in my free time. Applying computer vision
and AI to coffee plants, scuba diving footage, custom game engines, sales projections
for my side hustle, and other querkier projects. Feel free to check out any of my
projects you find interesting.
</p>
<div class="notebooks">
<a class="notebook" href="notebooks/manta_fingerprint_identification.html">
<h4>Manta Ray Identification with Principal Computer Vision Algorithms</h4>
<span><img src="images/new.gif"/>2024-11-15</span>
</a>
<a class="notebook" href="notebooks/stereographic_depth_estimation_opencv.html">
<h4>Underwater Stereographic Depth Estimation with OpenCV</h4>
<span><img src="images/new.gif"/>2024-10-25</span>
</a>
<a class="notebook" href="https://ainascan.com/blogs/semantic-segmentation.html" target="_blank">
<h4>Ainascan - Tile-Based Semantic Segmentation of Coffee Leaves</h4>
<span>2024-10-17</span>
</a>
<a class="notebook" href="https://ainascan.com/blogs/instance-segmentation.html" target="_blank">
<h4>Ainascan - Instance Segmentation with Mask R-CNN on Coffee Leaves</h4>
<span>2024-10-09</span>
</a>
<a class="notebook" href="notebooks/auto_farm_time_series.html">
<h4>AutoFarm - Exploration of Timeseries Models</h4>
<span>2024-09-05</span>
</a>
<a class="notebook" href="notebooks/auto_farm_masks.html">
<h4>AutoFarm - Pytorch MaskRCNN Instance Segmentation</h4>
<span>2024-08-29</span>
</a>
<a class="notebook" href="notebooks/auto_farm_soil_2.html">
<h4>AutoFarm - Correct Analysis Of Soil Moisture (Part 2)</h4>
<span>2024-08-21</span>
</a>
<a class="notebook" href="notebooks/exploring_dominant_colors.html">
<h4>Exploring Dominant Color Feature Extractors for ML Applications</h4>
<span>2024-08-10</span>
</a>
<a class="notebook" href="notebooks/ensemble_seg.html">
<h4>Ensemble Methodology for Instance Segmentation Models</h4>
<span>2024-08-03</span>
</a>
<a class="notebook" href="posts/kona_coffee_update_one">
<h4>Kona Coffee Yield Identification - Research Update</h4>
<span>2023-12-05</span>
</a>
<a class="notebook" href="posts/kona_coffee_ibm_dl">
<h4>IBM Deep Learning Course - Kona Coffee Yield</h4>
<span>2023-11-19</span>
</a>
<a class="notebook" href="posts/kona_coffee_ibm_unsupervised">
<h4>IBM Unsupervised Course - Kona Coffee Yield</h4>
<span>2023-10-28</span>
</a>
<a class="notebook" href="posts/kona_coffee_ibm_classification">
<h4>IBM Classification Course - Kona Coffee Yield</h4>
<span>2023-10-15</span>
</a>
<!-- <a class="notebook" href="posts/kona_coffee_intro">
<h4>Kona Coffee Yield Identification - Introduction</h4>
<span>2023-10-09</span>
</a> -->
<a class="notebook" href="notebooks/usa_covid19_exploration.html">
<h4>IBM Regression Course - USA COVID19 Anaylsis</h4>
<span>2023-09-26</span>
</a>
<a class="notebook" href="notebooks/deep_sea_coral_exploration.html">
<h4>IBM Data Science Course - Deep Sea Coral Exploration</h4>
<span>2023-09-12</span>
</a>
<a class="notebook" href="posts/auto_farm_soil">
<h4>AutoFarm - Analysis Of Soil Moisture</h4>
<span>2020-12-26</span>
</a>
</div>
<h2 style="margin-top: 40px;">Other</h2>
<p style="margin-bottom: 40px;">
I've been fiddling with code since 2014. So I've made a lot of different things
in that time. My first program was a terminal based vending machine code written in C!
And it contained `goto` statements. Yuck! Most of everything I've made goes unpublished
in any blog or notebook. But here are some direct links so some of my favorites.
</p>
<div class="others">
<a href="https://github.com/jackmead515/plof" target="_blank">
Python library for graphing live data streams in the terminal
</a>
<a href="https://github.com/jackmead515/rust_dht11" target="_blank">
Rust driver for DHT11 temperature/humidity sensor for Raspberry Pi
</a>
<a href="https://github.com/jackmead515/rust_mcp3008" target="_blank">
Rust driver for MCP3008 10bit analog to digital converter for Raspberry Pi
</a>
<a href="https://github.com/jackmead515/blog/blob/master/plugins/rust-wasm-sat/src/lib.rs" target="_blank">
Simple 2D Physics simulation with gravity, elastic collision rectification, and
seperate axis theorm for collision detection, in Rust with WASM support
</a>
<a href="https://github.com/jackmead515/fix-dive" target="_blank">
Ambitious project applying auto color correction and
object detection/tracking to beautify scuba diving footage
</a>
<a href="https://github.com/jackmead515/depth_discover/blob/master/discover.py" target="_blank">
Stereographic camera calibration for tunable depth estimation
</a>
<a href="https://crates.io/crates/rjdebounce" target="_blank">
Rust crate for debouncing functions
</a>
<a href="https://crates.io/crates/rjwindow" target="_blank">
Rust crate for a window data structure
</a>
<a href="https://github.com/jackmead515/rjchunker/tree/master" target="_blank">
Lazy network protocol for streaming large files out of order
and in slow time
</a>
<a href="https://github.com/jackmead515/rust_l293d" target="_blank">
Rust driver for L293D motor driver for Raspberry Pi
</a>
<a href="https://github.com/jackmead515/2d_game_engine" target="_blank">
2D Java game engine with quad-tree optimized seperate axis theorem
collision detection and elastic recification
</a>
<a href="https://github.com/jackmead515/rust_jsm_encryption" target="_blank">
Unnecessarily verbose modifiable encryption algorithm
based on customizable rulebook for personalized usage
</a>
<a href="https://github.com/jackmead515/light_robot_simulator/tree/master" target="_blank">
C++ based light tracking robot simulator with realistic light refraction
</a>
<a href="https://github.com/jackmead515/ir_robot/tree/master" target="_blank">
Very simple TV remote controlled Arduino based robot. (A college project
for a science fair)
</a>
<a href="https://github.com/jackmead515/multiplayerGame/tree/master" target="_blank">
Very first game I ever made that implements network based multiplayer
gaming and bullet collision detection and scoring
</a>
</div>
</div>
</main>
</body>
</html>