Beyond POC. In Production.
Real systems delivering real value
ENIA — Enterprise AI Agents Platform
- •Visual workflow builder for AI agents — nodes, variables, routing
- •Multi-agent orchestration with human-in-command control
- •MCP / API tool execution, on-prem inside the client perimeter
- •Audit-ready traceability: data lineage, approvals, decision rationale
Requirements Machine — Idea to Enterprise-Ready Backlog
- •AI agent that turns a feature idea into Jira Epics & User Stories
- •Reads both repositories and the existing Jira backlog before writing anything
- •Gherkin acceptance criteria (Given/When/Then), matched to the team’s own style
- •Generates a wireframe PNG of the proposed UI from the same analysis
- •Human-in-command: proposes, waits for approval, then publishes
Second Brain — Persistent Memory for an AI Collaborator
- •Two-layer memory: an explicit cloud corpus plus an implicit persona layer
- •1,729 facts captured from real work — no curated dataset, no hand-maintained prompt
- •Recurring facts distil into 29 active, reusable engineering principles
- •Same base model, measurably different behaviour — the corpus is the difference
AISH — AI Software House
- •Enterprise-grade quality for small and growing businesses
- •We don't build apps. We solve business problems and drive growth.
- •Digital team members with empathy — not bots generating code
- •Communication designed on neuroscience principles
AI Evaluation Machine — Correctness, Not Just Plausibility
- •Evaluation framework for a production RAG assistant (Top-5 global CPG client)
- •Core thesis: similarity ≠ correctness
- •Red-team & resistance batteries, retrieval-defect diagnosis, scoring rubrics
- •Delivered inside a top-tier global technology services company
Production RAG Assistant — From Demo to Dependable
- •Hardened a production RAG assistant for a Top-5 global CPG client
- •Security assessment: surfaced a live auth bypass and exposed credentials
- •Retrieval & prompt improvements; ReAct agent optimization (~2.9x faster)
- •Went from external assessor to first merged contributor PR
Job-Hunt Agent — A Forward-Deployed Agent, With Me in Command
- •Scans official ATS APIs (Greenhouse / Lever / Ashby) — 2,300+ real roles, legally
- •Transparent matching: profile fit + seniority/comp tier + relocation fit
- •Human-in-command cockpit with an in-app command console
- •Novel architecture: the agent’s brain runs on a subscription, not a paid LLM API
Atlas — CDP Analytics Orchestrator
- •Orchestrator agent: a plain-language request → a delivered dashboard
- •613× cost reduction · 54M+ records → dashboards in ~4 minutes
- •Snowflake data access via MCP · Azure DevOps work-item sub-agent
- •Human-in-command: approval required before every step
Business Case Maker — Multi-Agent Orchestrator
- •Multi-agent orchestrator: a request + a domain → a ready-to-build workflow
- •Analyst agents read the target platform (nodes, APIs, UI) to ground every scenario
- •Domain researcher finds real business cases; scenario generator drafts the flow
- •Human-in-command: you pick the scenario, approve or edit, before publish
Core Expertise
AI Product Leadership (Staff / Principal)
Owning AI products end to end — 0→1 to scale, from vision to production
Multi-Agent & Agentic Systems
Orchestrated AI agents for complex enterprise workflows, with human-in-command control
Forward-Deployed Delivery
Embedded with the client and users — shipping the fix, not just the findings
AI Evaluation & Quality
Red-teaming, RAG quality, and root-cause diagnosis — correctness over plausibility
Enterprise AI Integration
RAG pipelines, MCP / tool-calling, policy gates, and on-prem deployment at scale
AI Governance & Traceability
Compliance, auditability, and decision traceability for regulated environments
Get In Touch
Have a project in mind or want to collaborate? Send me a message!