All work
Built for production. Measured in outcomes.
OCR pipeline for Indian government documents
98%
accuracy
35%
faster
10+
doc types
Manual KYC document processing at scale
Financial institutions handling thousands of documents daily — manual extraction was slow, error-prone, and creating compliance backlogs.
Async GPU-accelerated OCR pipeline
PaddleOCR for multi-language extraction, FastAPI for routing, Celery workers for parallel processing, Redis-backed queuing, and Prometheus dashboards for real-time SLA monitoring.
Production-deployed, fully observable
98% text extraction accuracy across all document types. 35% reduction in processing time. Horizontally scalable, deployed on AWS EC2 g4dn.4xlarge, handed over with full documentation.
SupportIQ — Enterprise AI support agent
<200ms
cache hits
4-route
intent routing
DPDP
compliant
Tier-1 support at scale with compliance constraints
A support team handling thousands of queries monthly across INFO, TRANSACTIONAL, COMPLAINT, and OUT-OF-SCOPE intents — each requiring different escalation paths and compliance treatment.
LangGraph multi-agent system with hybrid RAG
SPLADE sparse retrieval combined with dense embeddings over Qdrant. Presidio PII redaction at input and output layers in subprocess isolation. 3-tier LLM fallback. Redis semantic caching at 0.85 cosine threshold.
DPDP-compliant, audit-ready, production-deployed
Autonomous routing and resolution with full escalation context. Sub-200ms cache responses for repeated queries. Complete interaction audit trail. Compliant with DPDP Act by architecture, not policy.
Mutual fund query chatbot
Real-time
streaming
WS
protocol
Full
audit log
High query volume with financial compliance requirements
A mutual fund platform needed to handle investor queries about fund performance, NAV, and portfolio allocation — at scale, with full audit logging and financial guardrails.
WebSocket-based streaming chatbot
FastAPI WebSocket architecture for real-time response streaming. LLM with financial domain grounding. Structured response validation to prevent hallucinated figures. Complete conversation logging for compliance.
Live, audit-compliant, zero-hallucination guardrails
Real-time streaming responses with sub-second time-to-first-token. Financial figures validated against live data before display. Full conversation audit trail meeting SEBI guidance on AI-assisted advice.