mamba, from scratch
the selective state-space path rebuilt from first principles, then trained on hdfs logs.
- 0.9504 test f1
- 0.9825 roc-auc
- 0.9621 pr-auc
no. 01open source
hi, i'm khushi, software developer,ai engineer,hi, i'm khushi, ai engineer, ml engineer and software developer who turns questionable ideas into surprisingly functional ai systems.
who turns questionable ideas into
surprisingly functional ai systems.
recovering perfectionist.
work
a few things,
chosen on purpose.
repograph
scope-aware call-graph q&a over python repos. 1,000+ nodes, 500+ edges.
- 1,000+ nodes
- 500+ edges
- ast + embeddings + call graphs
no. 02open sourceconversational chatbot
42.5 req/s, 99.86% reliability, 110ms median.
- 42.5 req/s
- 99.86% reliability
- 110 ms median latency
no. 03open sourcevox
real-time voice assistant on a two-core, no-gpu laptop.
- 100 end-to-end turns profiled
- cpu-only
- 4-stage streaming pipeline
no. 04open source
wanna see more? github →
leveling up, officially.
gdg, ai/ml lead
ran the workshops most people only attend. 100 students taught to stop fearing ai and start shipping it. also ran cloud study jams.
churn, caught early — microsoft × aicte
telecom churn prediction on 7,043 customers. decision tree vs. random forest, 5-fold cv, smote for the class imbalance nobody wants to deal with. 84% cv accuracy, model picked on evidence, not favoritism.
words, in public.
about me
fun fact:
i wanted to be a pilot.
still figuring this out... and probably always will.
what's on my desk
click an object to learn more. drag things around.
songs i love
12 tracks, on shuffle in my head most days.
30-sec previews · full songs on spotify
let's talk.
still curious.
still building.
still opening tabs.
let's build something
the internet hasn't seen yet.