About
I build AI-powered operational systems that turn chaotic workflows into structured, automated execution.
Focused on workflow orchestration, backend integrations, AI agents, and execution infrastructure,
my work lives where operations meet intelligence systems.
Most systems fail not because teams lack tools, but because execution breaks between communication,
dependencies, approvals, and operational visibility. I’m interested in designing systems
that reduce this operational chaos through orchestration, adaptive workflows, and execution intelligence.
My current focus areas include:
. Operational intelligence systems
. AI execution infrastructure
. Workflow orchestration
. Adaptive learning systems
. Human + AI operational coordination
Strong believer that the next advantage in operations comes from learning systems, not just automation.
Live Demo — WhatsApp AI PM System
WhatsApp-native project management tasks extracted from messages, auto-assigned, tracked end-to-end.
Projects
WhatsApp AI Project Management System
A WhatsApp-native execution system that converts unstructured messages into structured tasks with auto-assignment, dependency tracking, manager visibility dashboards, approval flows, and file submission all via natural language.
AI Operational Intelligence Workflow
Designed operational intelligence workflows for signal interpretation, multi-source enrichment, pain-point inference, timing intelligence, adaptive sequencing, and closed-loop learning systems.
Retrieval & AI Infrastructure Research
Explored operational bottlenecks in retrieval systems: semantic chunking, hybrid retrieval, reranking, embedding quality, metadata filtering, retrieval observability, and latency optimization.
Why Me
Why I Believe I’m A Strong Fit
I’m not approaching AI only from a content or experimentation angle I actively build systems.
Over the last year, I’ve been independently designing AI-powered operational workflows,
orchestration pipelines, backend automations, and execution infrastructure around real use cases.
I bring an execution-first mindset with strong curiosity around systems thinking, workflow
intelligence, and AI operations. I learn extremely fast, adapt quickly, and naturally go deep
into operational problems until I understand how to structure them into scalable systems.
More importantly, I genuinely care about this space. I’m already spending most of my time
researching, building, documenting, and thinking about operational AI systems which is why
this feels less like a random opportunity and more like the environment I want to grow in.
Experience
Independent AI Systems Builder
Self-directed · Remote
2024 – Present
- Built a full WhatsApp-native PM system with 13 n8n workflows, Supabase backend, and Next.js web layer
- Designed AI execution pipelines covering task lifecycle, approvals, handover, and file submissions
- Explored multi-tenant SaaS architecture, tiered pricing, and early go-to-market validation
- Publishing systems-thinking content on AI operations and workflow intelligence on LinkedIn
Insurance Entrepreneur
Universal Sompo General Insurance
~2 Years
- Built agent relationships, conducted cold outreach, and drove partnership-led business growth