Systems thinking
Mapping how people, data and tools interact before building anything, from a trading workflow to a back-office process.
Evidence: the Neshamah ecosystem →Personal Innovation & Business Ecosystem
Building intelligent systems that turn ideas into real-world solutions.
I explore how technology, data and disciplined thinking can help people and businesses work better. Neshamah connects my projects in automation, business operations, research and personal development.
Founder of Neshamah
About
“I learn by building: understand the problem, test it with real data, and keep only what works.”
More about Neshamah →Neshamah means “soul” or “breath”. It is the name for a set of projects built to make work more thoughtful, more automated and more humane. A personal innovation and business ecosystem: one brand that connects working projects in automation, trading research and running, plus directions that are still being explored.
Capabilities
Strengths, each tied to evidence
No titles or credentials beyond what the projects show. Every strength links to the work behind it.
AI & workflow automation
n8n workflows, AI-assisted pipelines and multi-agent operations with human review at each gate.
Evidence: Neshamah Systems →Business process analysis
Turning recurring manual work into scoped, testable automation with explicit economics.
Evidence: market research →Data & technical research
Market data, training data and documented research with sources, dates and limitations.
Evidence: Trading Workspace →Product prototyping
Shipping working web tools quickly, then hardening what proves useful.
Evidence: Runner Intelligence →Disciplined experimentation
Hypothesis, test, measure, decide. Applied to products, markets and personal training alike.
Evidence: project registry →Selected projects
Real work, with honest status
Every card states what exists today, what is still being built, and the limits of the project.
Trading Workspace
A research workspace for trading workflows: journaling, review and risk analytics. Educational research, not investment advice.
- Role
- Founder · builder
- Stack
- Web application
- Research workflow
- Journal
- Risk analytics
Verified · View project Trading Workspace →
Runner Intelligence
Training progress tracking and running research. No health or performance promises, and no personal metrics shown without consent.
- Role
- Founder · builder
- Stack
- Web application with an API
- Training data
- Research scan
Verified · View project Runner Intelligence →
In development
Neshamah Systems
Automation for small businesses: workflow audits, lead-to-CRM and PDF purchase order to ERP CSV. Desk research is complete and a synthetic demo has been specified. No client results yet.
- Role
- Founder · operator
- Stack
- n8n, AI agents, validation tooling
- Automation
- Document workflows
- CRM
Verified · View project Neshamah Systems →
The ecosystem
One brand, six directions
Three directions have working projects today. The other three are planned and will only launch after real demand and evidence.
- Current
Systems
Business automation, document workflows and AI-assisted operations.
- Current
Trade
Trading research workspace, journaling and risk tooling. Not investment advice.
- Current
Runner
Training intelligence and running research.
- Planned
Picks
Evidence-based product research and comparisons.
- Planned
Advisory
Scoped consulting on systems and operations.
- Planned
Academy
Guides and courses built from real project experience.
How I work
From problem to working system
AI agents speed up the work, and a person reviews and approves every important step.
Understand
Who has the problem, how often, and what it costs.
Research
Dated sources and alternatives. Unknowns are written down.
Design
Scope, data flow, privacy and acceptance tests first.
Build
Small increments on synthetic or consented data.
Test
Automated checks plus human review before release.
Iterate
Measure, keep what works, retire what does not.
- Human oversight
- Privacy by default
- No invented proof
- Sources on every claim
Research & solutions
Where the work is heading
Three proposed solution families from published desk research. These are pilots in preparation, not finished products.
Automation audit & implementation
Map a recurring workflow, estimate the economics, then build one scoped n8n automation.
Lead-to-CRM automation
Consent-checked intake, deduplication and routing into an existing CRM.
PDF purchase order → ERP CSV
Validated line items, SKU and total checks, and an exception review before export.
Collaboration
Have a workflow worth fixing?
Small teams, operators and builders. Tell me about the problem and I will reply with an honest view of whether it is worth automating.