/projects
Case studies
Real engagements with hand-drawn architecture. Names anonymized where required.
RAG · Multi-agent
Support Copilot for SaaS
RAG-powered ticket triage that cut response time 68%.
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OCR · LLM
Document Intelligence Platform
Extract structured data from 10k+ legal contracts a month.
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Agents · CRM
Outbound Sales Agent
AI agent qualifying 1,200 leads/week with 23% reply rate.
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B2B SaaS, multi-tenant
B2B SaaS Platform, multi-tenant launch
Production B2B SaaS shipped to paying tenants across Europe, US, and Australia.
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Fintech, SSO, identity
Fintech SSO and identity for SaaS
Single sign-on, MFA, and SOC 2 ready audit log for a regulated fintech SaaS.
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Multi-region, FinOps
Global SaaS rollout, EU US AU
Multi-region production deployment for a SaaS scaling into Australia and the Middle East.
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Event-driven, AWS Serverless
Event-driven serverless core for B2B SaaS
Re-architected a synchronous monolith into an event-driven core on EventBridge and Lambda.
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Copilot, Memory, Context
Memory and context layer for production copilots
Stateful memory and context retrieval for a copilot that talks to thousands of users a day.
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AWS Bedrock, Multi-agent
Bedrock agent orchestration with tool-use and guardrails
Multi-agent orchestration on AWS Bedrock with typed tools, guardrails, and human approval.
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DynamoDB, Data modeling
DynamoDB single-table modeling for a high-throughput SaaS
Re-modeled a struggling multi-table design into a single-table DynamoDB schema with predictable cost.
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