01
Connect your departments
- The problem
- Departments chase each other by phone and the information lives in scattered Excel files.
- The fix
- One integrated system where every order's status is clear to every department at any moment.
Currently leading Metsa Aluminum's digital transformation
SaeidAshouri
> Digital Transformation Consultant
Designed with creativity, delivered with expertise
Digital Transformation · Enterprise Systems · AI Automation
s.ashouri.s@gmail.com · +98 910 484 4127 · linkedin.com/in/saeid-ashouri-0a28a4193 · Iran
I help manufacturers and service companies bring scattered departmental work into one integrated system, see accurate reports on time, and automate repetitive work with AI.
Move to look around · Scroll to fly
Optical system online
Experience+0years across industry, technology and business
Scale0departments on one system
Tracking0project deliverables now visible in the system
Growth0×monthly customers in six months at my own shop
01 / Services
How I can help your business
Four kinds of work, each aimed at a problem I've seen in real companies.
02
Management reports and dashboards
- The problem
- Reports arrive late and are pieced together by hand.
- The fix
- Sales, production and finance figures, current and together on one screen.
03
Automation with AI
- The problem
- Skilled people spend hours on repetitive reports and checks.
- The fix
- AI assistants work on your own data, and a person reviews and approves the result.
04
Replace aging software
- The problem
- You pay for several separate licenses, or your data is stuck in an old program.
- The fix
- The features you need, rebuilt inside your own system, with your data moved across carefully.
- 1Intro callYou describe the problem and I ask questions.
- 2AssessmentI talk with your departments and map how work actually flows.
- 3Plan and estimateA clear proposal covering what gets built, in what order, and at what cost.
- 4Build in stagesEach stage is delivered, tested with your team and adjusted.
The first step is a short conversation. Describe the problem, and we'll see which part is worth building first.
Book an intro callA promise is a promiseDeadlines included
02 / Selected work
Projects I've delivered
Metsa Aluminum's digital transformation
Pilot in productionBefore
Metsa is a long-established aluminum window and door manufacturer. Departments coordinated by phone, and much of the staff's time went into chasing each other's work. Production had no clear view of upcoming orders, which made planning the line hard. Design work also relied on several separately licensed programs.
What we did
After interviewing about 12 people across every department, we chose not to buy an off-the-shelf ERP and designed a system around how this company actually works. Now every order’s status is clear to every department, the old design software has been rebuilt inside the system, the site crew records measurements on a phone, and each department has its own dashboard.
Aim and next step
The aim is fewer calls and less rework, more accurate production planning, and a company ready to sell in other provinces. Next, the same system can be offered to smaller workshops so they can produce as part of Metsa’s production network.
My role
Contractor and product lead. I design and build every part of the system, using AI tools to move faster. Mohammadreza Ashrafi works with me on the finance assistant.
Project parts
- Integrated system for 9 departmentspilot
- Window and door design, cutting and pricing software (MetsaWin)ready
- Phone app for site measurementsready
- A management dashboard for each departmentready
- AI assistant for financial reportstesting
- Smart camera monitoring of the workshopexploring
Cheshm.ai · an AI reference platform
cheshm.ai ↗The idea
New AI tools appear every day, and finding the right one, comparing prices and keeping up with the news takes real time. Cheshm.ai set out to bring all of it together in one complete reference.
What we built
A directory that introduces and categorizes AI tools, with advanced search to find them. Around it we built a prompt marketplace, AI calculators, model sales, a marketplace for ready-made automations from around the world, and a news section that updates itself.
Why it matters
A business owner can see in one place which AI tools exist for their work, what they cost and how to use them.
My role
Co-founder and technical product lead. I designed the system's technical structure, its services and the automated data pipelines, and took the product to launch.
Inside the platform
- AI tool directory
- Advanced search
- Prompt marketplace
- AI calculators
- Model sales
- Automation marketplace
- Automated news
Pixel 3D
Monthly customers doubled
An online shop for 3D-printed products, started on almost no capital by repairing broken printers. It sold across several social and messaging apps, and monthly customers grew from 170 to about 340 in six months.
Backstory
drones · electronics · carsBefore software, I spent years on drones, electronics and vehicle systems. That road is told on the backstory page.
Open the backstory →
03 / Technical structure
How the Metsa system is built
For technical readers, an overview of the system's parts and how they connect. The dashed module is still being built.
requestdatadeployimportin progress
04 / Research
Trading research on 12.9M market records
A crypto trading signal that made money by hand was tested before automation, with dozens of trading bots, two exchanges and a full year of data.
Agenx · testing a trading method before investing
Jul 2026 · no real moneyWhat I built
A precise market-data recorder and a live arena where dozens of trading bots competed with real fees and risk limits, without real money. AI could only veto a trade.
Findings
Above all, the signal predicts volatility, and flagged coins were 2.7–3× more likely to spike sharply. One rule held in all 12 walk-forward months, at +0.83% per trade. In part of the market execution costs outweigh that edge, and a simple filter on the bid-ask spread lifts net returns by about 20%.
The outcome
Two research papers, each replicated on two independent exchanges, a package in which every number is rebuilt by a script, and a clear, documented investment decision.
My role
Research lead. I owned the decisions and checked every result, and the programming was done with the AI tool Claude Code.
At a glance
12.9Mprice records captured
1,431symbols on two exchanges
196automated checks
14ideas ruled out with evidence
The error I caught
A rule that showed +120.6% over 8 days came to about zero over a full year.
Hardware taught me to measureSoftware didn’t change that
05 / Experience
Work experience
Product Lead & Digital Transformation Consultant (contractor)
Metsa Aluminum · Qom, Iran
- Leading Metsa Aluminum's digital transformation as a contractor, together with Mohammadreza Ashrafi.
- Assessed the processes of 9 departments and designed a system that tracks project workflow through 52 defined deliverables.
- Rebuilt the factory's window and door design software inside the system and moved old data across, with users checking and approving it.
- Designed an AI assistant for financial reports, now in testing.
Website Designer & Builder (freelance)
Self-employed · Remote
- I design and build online shops, company and personal websites, product pages and 3D websites for clients.
- Projects come through platforms such as Karlancer and referrals from past clients.
Researcher (independent project)
Agenx · algorithmic trading research
- Evaluated a crypto trading method before any capital went in, comparing dozens of trading bots on live data.
- The result was a rule that held through a one-year test, a documented investment decision and 2 research papers.
Co-Founder & Technical Product Lead
Cheshm.ai · Tehran
- Designed the technical structure of Cheshm.ai and led the product through to launch.
- Built a complete AI reference with a categorized tool directory, advanced search, prompt and automation marketplaces, and automated news.
R&D Designer & Lead
Setare Penhan Pars Co. · Tehran
- Led research and prototyping of civilian drone parts, including radio boards and a collision-avoidance system.
- Analyzed test-flight data and tuned flight performance from it.
Founder
Pixel 3D · E-Commerce
- Started an online shop for 3D-printed products on a very small budget.
- Doubled monthly customers in six months, from 170 to about 340.
- Ran production, sourcing, sales and customer relations.
Head of Training
Civil Aviation Technology College
- Designed and ran drone technology courses for more than 50 students.
- Wrote and maintained 15 training packages.
06 / How I work
Understand first, then build
Before proposing anything, I talk with managers and staff across departments to learn how the company really works. A system built on that understanding gets used instead of shelved.
I build with the help of AI tools. Design, technical decisions and quality control stay with me, and AI speeds up the building. For the client that means a usable version sooner.
Before software I was an avionics engineer and spent years on drones and vehicle systems, so production floors and workshops are familiar ground.
Every organization has its own problem. My job is to understand it properly and build something its people actually use.
Saeid Ashouri
Mapping the process
Conversations with managers and staff in every department, recording how work actually happens, before any design.
Building fast with AI
Design and quality control stay with me, and AI tools speed up the building.
Replacing legacy software
The features of old specialist software rebuilt inside your own system, without separate licenses.
Moving your data
Scattered Excel files and old systems moved into one database, with users checking and approving.
AI assistants
Assistants that work on your own data, like Metsa's financial report assistant, now in testing.
Industry background
An engineering background in drones, electronics and vehicles, and at home on production floors.
07 / Stack
Tools and technologies
For technical readers. Most of the work is in TypeScript and Python, with AI tools part of every step.
Frontend
Backend & Data
Delivery & Architecture
AI & Intelligence
AI pair-programmers
The AI tools and models I use every day.
CursorAI IDE
CodexOpenAI coding agent
Claude CodeAnthropic CLI agent
Gemini CLIGoogle CLI agentOpenCodeopen-source agent
Kilo CodeVS Code agent
Hermes AgentNous Research agent
Z CodeZ.ai · GLM models
KimiMoonshot AI modelsMiMoXiaomi models
n8nagent automation
Makeworkflow automation
08 / Education
Where I studied
UT
University of Tehran
Master's Degree, Entrepreneurship / New Venture
2024 — 2026GPA 19 / 20CATC
Civil Aviation Technology College
B.Sc. Electrical Engineering, Aviation Electronics
2019 — 2023GPA 16 / 20ILI
English · Iran Language Institute
Advanced Course Certificate. Proficient in reading, upper-intermediate in writing, speaking and listening.
I once built from scrapNow I build for factories
09 / Contact
Let's talk about your business
If you want your departments working in one system, reports you can trust on time, or repetitive work handed to AI, get in touch for an intro call.
+98 910 484 4127
Iran · Open to remote