SigNN
Neural Network for Real Time Sign Language Translation
Python
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Conor OBrien
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ABOUT ME
Senior Machine Learning Engineer with 5+ Experience
Senior Machine Learning Engineer with 5+ Experience
Cybernetic Enthusiast, I post a bunch of tech ideas on my blog, gilgahex.com
Also see my profile on consulting.gilgahex.com
I started programming in raw hex as a kid with CheatEngine & Gameshark, at that time I had no idea I was actually manipulating memory addresses, it wasn't until I learned C++ in high-school that it all came together.
That being said low-level systems like microcontrollers, IoT, cryptography, & embedded systems are very intuitive to me
Since then I studied physics @ UCSB, worked in the aerospace industry doing industrial automation, process & SEM imaging automation for material science R&D.
Then started a few biotech companies
English
Pacific Time (US & Canada) (-07:00)
Joined January 2021
EXPERTISE
5 years experience
5 years experience
2 years experience
3 years experience
5 years experience
2 years experience
2 years experience
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SOCIAL PRESENCE
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EMPLOYMENTS
Owner
Gilgahex Technologies
2019-05-01-Present
• IoT - RTOS, Microcontrollers, ESP32, ESP8266
• AI/ML - Tensorflow, PyTorch
• DevOps - Kubernetes,
• WebApps - Ruby on Rails, Django, W...
• IoT - RTOS, Microcontrollers, ESP32, ESP8266
• AI/ML - Tensorflow, PyTorch
• DevOps - Kubernetes,
• WebApps - Ruby on Rails, Django, Wordpress, MySQL, PostgreSQL, Redis, Varnish, Firebase
• Website - Javascript, Typescript, JAMSTACK, DNS, Route 53
• Mobile - Native Android Apps, Kotlin
• E-Commerce - WooCommerce, Shopify, Solidus
• General Software/Firmware/Hardware Development
PHP
C++
Git
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PHP
C++
Git
WordPress
Amazon EC2
Machine learning
Arduino
Computer Vision
Shopify
FinTech
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E-Commerce Partner
Google
2020-09-01-2021-08-01
Worked on GCP integrations to further integrate Google Shopping, Shopify, & Google Ads
Worked on GCP integrations to further integrate Google Shopping, Shopify, & Google Ads
Ruby on Rails
Ruby on Rails
CEO
Medicine Mobility
2020-03-01-2021-02-01
• Built software tools to automate logistics for COVID test kits using Postgres, webhooks , Shopify, ShipStation
• Built marketing & sal...
• Built software tools to automate logistics for COVID test kits using Postgres, webhooks , Shopify, ShipStation
• Built marketing & sales pipelines for B2B customers using Selenium & NLP for automated lead gathering off of LinkedIn
• Round the company down once the Vaccine started being released
Python
SQL
Ruby on Rails
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Python
SQL
Ruby on Rails
Node.js
WebSocket
Statistics
Shopify
NLP
Bioinformatics
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PROJECTS
Dossier MundusView Project
2020
Designed & Built out python financial tools to help manage my portfolio leading to a 1217% ROI in 2020.
API integrations: Finnhub, IBKR, ...
Designed & Built out python financial tools to help manage my portfolio leading to a 1217% ROI in 2020.
API integrations: Finnhub, IBKR, Yahoo Finance, Alpaca, Polygon.io
DB: Google Firebase
Compute: GCP Pub/Sub Server for Real-Time WebSocket data management
Reduced API query time by 52% by implementing multithreading
Used Dask for distributed computing across multiple compute nodes when analyzing extremely large historical datasets
Analysis + Data Science: Jupyter Notebooks + PyTorch/Tensorflow (TSGAN, WaveNet, EM Algorithms)
Functionality includes a momentum trend tracker, pre-market gap detection, historical peaks, backtesting, & anomaly detection for live and historical data.
WebSocket
Automation
Firebase
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WebSocket
Automation
Firebase
Postman
Algorithmic trading
TensorFlow
PyTorch
RESTful API
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