AI Systems·ML Infrastructure·Optimization
AI systems that survive
contact with production.
BackProp Engineering is an AI-native studio. We build the software, the models, and the infrastructure underneath — then run them at scale. Most AI never leaves the demo; our work is what carries it the rest of the way.
One team for the model, the product, and the infrastructure that runs it.
AI & ML Engineering
LLM applications, agents and RAG, computer-vision pipelines, and model integration — grounded in real systems, not demos.
Product Engineering
Full-stack web and mobile products taken from first prototype to production scale, with modern AI woven into the build.
ML Infrastructure
The data, vector and deployment backbone — pipelines, cloud, MLOps and observability — that keeps AI reliable in production.
Systems Optimization
Performance, cost and reliability engineering for the numbers that decide whether a system lives: speed, spend and uptime.
A focused toolchain, chosen for reliability in production — not novelty.
Languages & Frameworks
- TypeScript
- Python
- Next.js
- React
- Node.js
AI & ML
- OpenAI
- Anthropic Claude
- AWS Rekognition
- pgvector
- Vector search
Cloud & Infrastructure
- Vercel
- AWS
- Cloudflare
- Neon
- PostgreSQL
Data & Payments
- PostgreSQL
- Prisma
- Stripe
- Razorpay
Signal — a white-label AI hiring & career platform we build and license.
A fully-branded hiring platform deployed on your own infrastructure. AI resume building, job search, application tracking and hiring pipelines, brought together and configured per organization.
- AI resume building with live ATS scoring and keyword coverage
- A fast, filterable job board mapped to candidate profiles
- Application tracking — every stage and note in one pipeline
- Per-organization branding, domains and hiring pipelines
Let's build something
intelligent.
Tell us what you're working on. We'll help take it from idea to production — or deploy Signal for your team.