Production-Grade AI & Software Projects Generating Measurable ROI
Not theoretical experiments, but hardened enterprise architectures executing millions of daily transactions in production.
Autonomous AML & Financial Risk Decision Engine
Multi-agent ecosystem screening 250,000+ daily international money transfers for regulatory compliance within microsecond latencies.
65% Cost Savings
In manual compliance audit duration
Challenge: Manual analyst reviews under international sanctions frameworks delayed cross-border payments up to 12 hours.
Architectural Solution: Engineered a 3-layer deterministic decision agent fine-tuned on DeepSeek-R1, reasoning over live Kafka streams against FATF rulebooks.
Clinical Decision Support & Medical RAG Architecture
Zero-hallucination RAG empowering medical specialists to synthesize rare-disease clinical trials and pharmacological interactions in sub-seconds.
0.4 Seconds
Semantic retrieval across 1.4M clinical trials
Challenge: Specialists spending over 15 hours weekly cross-referencing disjointed medical journals and patient histories.
Architectural Solution: Built a hybrid BM25 + dense embedding pipeline on Pinecone, paired with Claude 3.7 reasoning and HIPAA-compliant VPC isolation.
Intelligent Dynamic Routing & Fleet Optimization SaaS
Reactive cloud dispatch core optimizing route waypoints and warehouse stock staging across 120,000+ daily continental consignments.
+42% Increase
In same-day delivery throughput
Challenge: Volatile fuel pricing and unpredictable traffic bottlenecks eroding operational margins and delivery SLAs.
Architectural Solution: Deployed a reinforcement-learning microservice in Go fed by live telemetry sensors, coupled with a real-time React command cockpit.
Autonomous Support Ticket Resolution & Omnichannel Agent
Voice and text agent directly mutating telecom CRM states to process billing queries, tariff upgrades, and network diagnostics.
78% Autonomous Resolution
Zero human touch ticket resolution
Challenge: Peak customer wait times exceeding 20 minutes alongside substantial tier-1 agent turnover and onboarding overhead.
Architectural Solution: Architected a deterministic multi-agent stategraph via LangGraph with verified tool-use against billing and ticketing APIs.
Frequently Asked Questions About Custom Engineering Projects
Deployment timelines, IP assignment, and 14-day PoC specifications
Functional PoCs are delivered within 14 business days. Production-grade microservices and multi-agent systems deploy within 4 to 8 weeks.
Have a Similar High-Scale Architecture Vision?
Connect directly with our engineering architects to spec a rapid 14-day proof-of-concept.