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ElDuderino

Lately, I have been focused on LLM/NLP applications (RAG / API augmented LLM).

I perform R&D and Productization of AI Enabled IoT products and cloud platform. I have a keen interest in AI applications for sensors

Working With Daily:

  • NLP, Vector Database, LLM, llama2, RAG pipelines, fine-tuning
  • TensorFlow, PyTorch, numpy, pandas, sklearn
  • Building 1D Multivariate CNN architectures (InceptionTime, RegNet)
  • Vision and Time Series Transformers
  • Java (JAX-RS), Javascript, Python, HTML/CSS/SASS, C, C++ (hardware), GitHub
  • Couch DB, Postgres, Redis, ZeroMQ, AWS
  • Eagle CAD, Atmega, RP2040, esp8266, esp32, LoRa, XBee, Sensors (of all kinds)

Working On

Aretas Sensor Networks https://www2.aretas.ca

  • Odor Detection AIs and ML algorithms
  • Contextualizing sensor data with AI (NLP, LLM, Classification)
  • Developing Aretas IoT Software Platform
  • Firmware Developer for Aretas IoT Products
  • https://github.com/AretasSensorNetworks

Work Interests

  • Applying NLP / LLM tech to IoT
  • Machine Learning / AI
  • Probabilistic Anomaly Detection
  • Sensor Data Analytics
  • IoT Sensors, Firmware and Software
  • Real Time Location Technologies

Personal Interests

  • Health and Wellness
  • Sci-fi
  • Plants / Greenhouse / Growing
  • Music!
  • Cycling

The Dude's Projects

anyserial icon anyserial

Arduino wrapper class for HardwareSerial, SoftwareSerial & AltSoftSerial

bangbangcontroller icon bangbangcontroller

An application that allows you to control various processes using relays and thresholds

canbedfirmware icon canbedfirmware

Firmware to interrogate the Nissan Leaf BMS and output the parameters in a parse-able format over serial.

inceptiontime-pytorch icon inceptiontime-pytorch

Unofficial Pytorch implementation of Inception layer for time series classification and its possible transposition for further use in Variational AutoEncoder

rotationforest icon rotationforest

A python implementation of the Rotation Forest algorithm per https://arxiv.org/abs/1809.06705.

tarsosdsp icon tarsosdsp

A Real-Time Audio Processing Framework in Java

wavesharerelaycontrol icon wavesharerelaycontrol

Relay control library for the Waveshare Pico Relay B product (see README for correct firmware)

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