These are unfinished systems, shown honestly while the evidence is still being made. The useful parts become build notes, architecture decisions, and eventually case studies; the claims wait until the system earns them.
A personal AI coach I'm building from scratch: custom memory, open-source models, and a real evaluation framework.
The longest-running of these, and the one throwing off the most write-ups.
Read the build logA Warren Buffett style analyst: software that reads a company the way a patient value investor would, weighing the moat, the management, and the margin of safety instead of the noise.
Teaching a model to be slow and disciplined on purpose, in a domain that punishes hand-waving.
Read the build logIf you are wrestling with agents, ML infrastructure, or the operational trade-offs between them, tell me what you are building.
Email is the best way to reach me. I read every message and reply myself.
Email Asifcodewithnumbers@gmail.com