Experience · The deployment log
8 months at Agentnomics.ai shipping production AI - security fixes, architecture migrations, RAG pipelines, vendor decisions, and client launches.
Software Engineer
Nov 2025 – Present · Remote
Production full-stack + AI platform work. 50+ PRs across Flask, pgvector, Stripe, voice infra, and POS integrations.
First week: found hardcoded API keys in deploy.sh. Fixed immediately. No ramp-up.
Auth bypass on Salesforce routes + plaintext credential exposure in connections API GET response.
6,200-line server.py → 16 blueprints, 109-line entry point. Fixed relative imports across 11 files. Zero logic changes, zero regressions.
PDF ingestion → chunk embedding → similarity search (12 chunks, 0.25 threshold) → graceful fallback to raw_text. Deployed before live client visit.
Twilio A2P 10DLC rejected twice - voice product blocked. Evaluated SignalWire, Telnyx, Plivo, Vonage, Bandwidth, AWS Connect. Recommended SignalWire. CEO funded same day.
Feature-slice architecture migration. 30+ files moved, zero logic changes, zero regressions. Parallel dev across the team unblocked.
12 products across 4 categories, webhooks, checkout → trial activation confirmed e2e. Trial-gating access control with fail-closed design.
30+ files migrated. Built POS integrations for Toast, Clover, OpenTable, Resy, SevenRooms - credential masking + test-connection patterns.
Before live Cafe Bollywood customer visit, identified and fixed 10 production gaps in a single branch. No one asked. Just shipped.
Mid-call human handoff detection, phone skill schema, multi-agent workflow contributions. 50+ PRs total. Still shipping.