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

• 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)

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

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

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