LIDA from Microsoft is an LLM based data visualization tool. #llm-ops
Grab. Improving last mile delivery in maps. When did people pick up the phone, when should driver be allocated to minimize waiting time, layer on top of OSM. #future#gpu
Singapore developers the Sea Lion 7b model
Try VLLM with AWQ format. Can do batch inferencing. Needs a good GPU
Amex prediction whether they can pay back in 1 year or 18 months. That choice is a business decision. In real time. Precompute individual score and use it as input to another model. Model must be explainable by regulation. Creates decision tree models therefore. Compliance team must agree if I can use a feature. Can't use gender. Age (in US, Canada);- high age is more risk. Can't use edu level in the US.
Capture information from camera and use LLMs. Like traffic cameras mapping. Explore GIS from video cameras
Grab tracks road closures and road accidents and whether a cycle can go on a road vs a bike vs a car
All drivers have a front facing camera
Drivers report road accidents by pressing a button
Amex prices individual loans when selling to a collection agency
#TODO buy a bike head camera!
Playwright is a browser-based test framework. Supports recording.
add to tools in data science course. Model validation
write a book as an open source to github repository. Easier to evolve and easier to get feedback on..
Explore utterances as a GitHub commenting platform
automatically give credits to contributors who have center pull request that was accepted or an issue that was fixed. This encourages contribution
Visit book.premai.io
ast-grep is a semgrep alternative that focuses on code refactoring rather than security. Comby is another such tool #ai-coding-tools#code-agents#github