AI & LLM Engineering
Capability 01 / 05
AI & LLM Engineering
Production-grade AI — not pilots, not prototypes. LLM-powered systems that improve through structured feedback loops.
- Foundation LLM API integration (GPT-4 & GPT-5) — structured pipelines with context management, prompt engineering, token optimisation
- Dual-mode AI agents: Assist mode (real-time task guidance) and Evaluate mode (rubric-based output assessment) — both live in production
- Reinforcement learning feedback loops — systems that improve measurably with every interaction cycle
Demonstrated 80% enhancement in intent recognition and 3× performance gains with 50% cost reduction — in production.
Data Integration & Pipelines
Capability 02 / 05
Data Integration & Pipelines
20 years of integration DNA — from TIBCO and Oracle to cloud-native AI pipelines. Delivered in production at global enterprises.
- SOA & ESB architecture, API gateway & middleware, event-driven architecture, real-time streaming pipelines
- Multi-source data harmonisation and legacy system integration across financial services, defence, hospitality
- EC2/PostgreSQL automated pipeline management — multi-country regulatory data mapping
Delivered a USD 10M+ SOA initiative at Marina Bay Sands. 300% growth at Citibank via TIBCO. 36 enterprise clients onboarded.
Process Automation
Capability 03 / 05
Process Automation
Trigger-based automation systems that operate at scale — LLM-powered document generation to end-to-end workflow engines with verifiable checkpoints.
- Workflow engine design & implementation — from process mapping to production deployment
- Trigger-based automation pipelines with structured error handling and monitoring
- LLM-powered document generation at scale — structured content pipelines with automated seeding & verification
Over 500,000 structured items auto-generated by autonomous AI agents — verified at 98.6% pipeline completion rate.
Analytics & Intelligence
Capability 04 / 05
Analytics & Intelligence
From raw operational data to executive-grade intelligence — end to end. Multi-stakeholder dashboards that give each audience exactly the right granularity.
- Live dashboards with cognitive skill mapping, trend analysis, and predictive indicators — decision-making, not just reporting
- Tailored views for operational, management, and executive audiences — individual records, cohort trends, portfolio signals
- AI-assisted gap & anomaly detection with targeted intervention recommendations
Cloud & Systems Architecture
Capability 05 / 05
Cloud & Systems Architecture
Enterprise-grade cloud architecture for scale and resilience. TOGAF 9.1 certified. AWS certified. Multi-tenant SaaS that holds under real operational load.
- TOGAF 9.1 enterprise architecture — structured, documented, maintainable system design
- AWS certified cloud design — scalable infrastructure, right-sized for cost and performance
- Multi-tenant SaaS platform delivery — serving concurrent workloads across isolated tenants
Sustained 4,000+ concurrent users — zero downtime — in a production multi-tenant SaaS environment across India.
Capability Deep Dive · 01 / 05
AI & LLM Engineering
80%Intent recognition improvement
3×Performance gain achieved
50%Cost reduction demonstrated
4×Student engagement increase
Production AI — not pilots, not prototypes.
