Portfolio
Selected Work
Deploying intelligence to solve structural operational bottlenecks.
Automated Procurement Agent
Context: Global Supply Chain Logistics
The Problem: 20+ hours weekly lost to manual vendor communication and invoice matching.
Agent Role: Autonomous email parsing, vendor inquiry management, and ERP sync.
Data Intelligence Bot
Context: Fintech Investment Analytics
The Problem: Scattered data sources made real-time risk assessment impossible.
Agent Role: Multi-source data synthesis and automated risk scoring notifications.
Internal Ops Orchestrator
Context: B2B SaaS Growth Operations
The Problem: Siloed tools (Slack, Jira, CRM) leading to communication gaps.
Agent Role: Cross-tool orchestration and context-aware task delegation.
What I Build
Workflow Agents
Custom agents that inhabit your existing workflows, managing repetitive high-cognition tasks that software alone can't handle.
Internal Business Tools
Custom dashboards and interfaces that serve as the "cockpit" for human-AI collaboration, ensuring transparency and control.
Data & Decision Systems
Predictive engines and synthesis bots that turn mountains of unstructured data into actionable strategic insights.
"At its core, an agent decides and acts."
Most AI implementations stop at "chatting." True agency requires a bridge between understanding and execution. I build systems that don't just talk about the work — they do it.
Memory
Retrieval of long-term context and past interactions.
Tools
The ability to use APIs, code, and external databases.
Planning
Breaking complex goals into manageable steps.
Software, Data, & Systems
With a background spanning software engineering and data science, I approach AI through the lens of systems thinking. My goal is to reduce the friction between human intent and digital execution. Shan Studio is the distillation of this mission: building agents that bridge the gap between capability and utility.
Now
Building Shan Studio
Defining the standard for operational AI agents. Curating a set of reusable primitives for enterprise workflows.
Exploring Practical AI
Current research into small language model (SLM) fine-tuning for specialized domain-specific tasks.
Let's talk.
Ready to build something that moves the needle?