AI
I have got some experience with Machine Learning and generative AI in recent years, some of which is from my industry job and other is self-taught. I have some experience with the following:
- Classifying low-resolution satellite imagery of oil and gas well pads to identify the time periods corresponding to drilling and fracking (tensorflow)
- Using whisper for local speeh recognition; Github
- Using small, local AI models for translating text; Github
- Using local text-to-speech models; Github
- Running, smaller, local LLMs such as Llama or Gemma family using llama.cpp or koboldcpp
In addition, I just developed a locally-runnable, cross-platform desktop app which helps to learn foreign languages! Check it out here.