Albin User
@albinuser
I build agentic AI and distributed systems for financial automation.
IndiaWhat I'm looking for
At Numintra, I co-founded and built the product from 0→1, owning backend services, agentic AI workflows, frontend, infrastructure, and integrations with Tally, Zoho Books, and QuickBooks.
I architected a distributed multi-agent document-processing pipeline with LangGraph, Celery, Python, Docker, and AWS, keeping extracted financial values traceable through deterministic validation and evidence-backed corrections. I reduced LLM inference costs by 60%, cloud infrastructure costs by 40%, and manual review time by 50% through model routing, feedback learning, and a secure Tally desktop bridge.
Previously at Interface.ai, I built agentic Voice AI systems for banking, including RAG, streaming ASR/TTS, secure core-banking integrations, and multi-step function-calling agents that reduced live-agent workload by 40–60%.
At BizPilot, I was the sole backend engineer for bookkeeping, invoicing, reconciliation, and reporting workflows used by 150+ accountants. I also led 7–10 engineers at Interface.ai and bring hands-on experience across Node.js, Python, AWS, Kubernetes, LLM systems, and production financial platforms.
Experience
Work history, roles, and key accomplishments
Co-founder & CTO
Numintra
Apr 2026 - Present (4 months)
Co-founded and built Numintra from 0 to 1, owning architecture and engineering across backend services, agentic AI workflows, frontend, infrastructure, and integrations with Tally, Zoho Books, and QuickBooks. Architected a distributed multi-agent document processing pipeline using LangGraph, Celery, Python, Docker, and AWS, reducing LLM inference cost by 60% and cloud infrastructure cost by 40%.
Software Development Engineer II
Interface.ai
Jul 2025 - Mar 2026 (8 months)
Architected agentic Voice AI systems for banking using LangGraph, LangChain, and multi-step function-calling agents, reducing live-agent workload by 40-60%. Built a production-grade RAG pipeline and real-time streaming Voice AI pipeline, improving intent resolution by 30% and reducing latency by 25%.
Software Development Engineer
BizPilot
May 2023 - Jul 2025 (2 years 2 months)
Served as the sole backend engineer, building core bookkeeping, invoicing, reconciliation, reporting, and financial workflows through Zoho Books API integrations. Architected scalable backend services using Node.js, Express.js, Amazon EKS, and ArgoCD, improving database query performance by 35% and achieving 99.9% availability.
Research and Development Engineer
Deqode
Oct 2022 - Mar 2023 (5 months)
Built REST APIs and business logic for an NFT marketplace and DeFi platform in NestJS with a React Native front end.
Education
Degrees, certifications, and relevant coursework
Acropolis Institute of Technology and Research
Bachelor of Technology, Computer Science & Engineering
2019 - 2023
Activities and societies: 4* at CodeChef | 900+ DSA Problems | AIR 331, Google HashCode
Pursued a Bachelor of Technology in Computer Science and Engineering, achieving a 4-star rating on CodeChef and solving over 900 DSA problems.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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