R-03 · Work
Deployments
Selected systems designed, shipped, and kept running in production.
Work
Selected systems I have designed, shipped, and kept running.
DEP-01 · FEATURED
AI Notetaker & Meeting Bot
Arbisoft · 2021 — Present
A meeting bot that joins live conferences with user consent, records the session, and produces transcriptions and summaries.
- ▸ High-concurrency session handling on ECS Fargate
- ▸ Third-party REST access for schedule + transcript retrieval
async def dispatch(job: Job) -> Transcript:
sealed = envelope(job.audio, rsa_pub)
async with semaphore:
raw = await worker.submit(transcribe, sealed)
return summarize(raw, max_tokens=512)
DEP-02
Hospitality Feedback Platform
Arbisoft · Web + Mobile
Cross-platform feedback system for hospitality teams: interactive dashboards, sentiment analysis, and usage metrics.
score = sentiment(review.body)
metrics.incr(venue.id, score)
return Dashboard(venue).project()
DEP-03
Encrypted Anonymous Feedback
Arbisoft · Privacy
A feedback channel that stays private end to end using RSA and AES encryption.
aes = AESGCM(os.urandom(32))
blob = aes.encrypt(nonce, message, None)
return rsa_pub.encrypt(aes.key, OAEP(SHA256())) + blob
DEP-04
Monolith → Microservices
Arbisoft · Architecture
Split a monolith into isolated services so teams could ship independently and scale the parts that needed it.
for bounded in extract_contexts(monolith):
service = Service(bounded, contract=OpenAPI)
deploy(service, isolate=True)
DEP-05
Road Condition Analysis
NCAI · 2020 — 2021
ML tool for infrastructure agencies: detect surface damage, classify it, and export a report.
y = model.predict(tiles)
return Report(classify(y), export="geojson")