Skills Radar
Manufacturing Engineer & Python Developer
Engineering precision. Building automation.
I build practical automation for CNC, inspection, and production workflows: Windows apps, Python tools, dashboards, and digital systems that reduce manual work on the shop floor.
CNC workflow systems
Python automation
Inspection tooling
About & Skills
Engineering precision. Building automation.
Shop-floor manufacturing depth, inspection systems experience, and custom Python and Windows automation tools — built around real production problems.
0%
improvement in on-machine probing accuracy (MASc research)
Python
0+
years applications engineering experience
Manufacturing & Inspection Depth
Cutting tool design, test grinding, CNC manufacturing support, and tool quality verification. Inspection with Alicona uCMM, Walter Helicheck, GOM Inspect, and POM Basic.
Based in Canada
Practical engineer who turns shop-floor problems into reliable digital tools.
MASc Mechanical Engineering · 4+ yrs manufacturing · Python & Windows apps
CNC Workflows
Python Automation
Inspection
MASc Research
Selected Projects
Production-focused tools, research, and engineering systems.
Representative projects based on manufacturing automation, inspection, tracking, and engineering research.
01 / Windows App · Featured
System 3R Order Creation App
Tkinter-based Windows application for creating production orders in System 3R WSM Cell Manager using Teamwork data. Reduced manual entry time and improved consistency across production workflows.
02 / Full-Stack Tooling
ToolLink / ToolTrak
Flask-based tooling management system for CNC workflows, centralizing tool data, machine assignments, project tool lists, tool life, replacements, exports, audit logs, and Teamwork/Airtable sync.
03 / Tracking
Production Timeline Tracker
Background Windows application for tracking part timelines, process times, machine usage, and real production run times.
04 / Analytics
Cycle Time Analysis Tool
Custom analysis tool to monitor cycle times, remove outliers, calculate standard deviation, and improve performance reporting.
05 / Inspection
Rhino Python Inspection Automation
Custom Rhino 8 tools and scripts to reduce manual inspection work and improve consistency in cutting tool measurement.
06 / Research
On-Machine Surface Measurement
MASc research using FEA methods to improve probing accuracy on complex surfaces, achieving a 27.7% improvement in results.
07 / Web Services
BookMyClient Service Setup
Website development, booking setup, Google Business Profile support, and simple digital systems for local businesses.
Small automation projects
Miltera Automation Tools
Micro tools that improve productivity by checking tasks automatically, creating new tasks, and updating task details across recurring workflows.
Auto Time Log
GUI automation utility for uploading timesheet entries automatically, reducing repetitive manual entry and helping keep work logs consistent.
QR Validator
Windows GUI app that connects QR scanner text to customer-code validation after laser engraving, helping confirm marked parts meet requirements.
Hire Me
Practical workflow tools for shops that still run on whiteboards, spreadsheets, and manual follow-ups.
I help CNC shops, tool shops, fabricators, and mechanical contractors turn daily tracking pain into simple digital systems.
From request to shop-floor visibility
A focused system can connect quote intake, job status, tooling, inspection, and delivery without forcing a full ERP rollout.
Best Fit
Manufacturing and service businesses that need better visibility without a large software project.
- CNC and tool shops
- Fabrication shops
- Mechanical contractors
First Systems
Small, useful tools that solve one real workflow first.
- RFQ and quote intake
- Job tracking dashboards
- Tooling and inventory trackers
Quality & Maintenance
Digital records that make inspection, reports, and service history easier to trust.
- Inspection forms and PDF reports
- Photo reports and customer updates
- Maintenance logs and reminders
Need a simple internal tool?
Start with one workflow: quote intake, job status, tooling, inspection, or maintenance.
Services
Freelance services for businesses that need practical digital systems.
Available for selected freelance projects through BookMyClient and direct professional inquiries.
Website Development
Modern one-page websites, portfolio pages, business landing pages, and Netlify-ready static websites.
Booking Setup
Appointment booking workflows for local businesses using tools such as Calendly, forms, and payment-ready systems.
Google Business Setup
Support with Google Business Profile setup, service details, basic online presence, and customer contact flow.
Python Automation
Custom scripts and tools to reduce repetitive work, structure data, and simplify day-to-day operations.
Windows Applications
Simple desktop applications for internal workflows, production tracking, reporting, and data entry.
Manufacturing Workflow Tools
Automation concepts for production visibility, cycle-time tracking, machine usage, and process reporting.
BookMyClient
Website and booking setup services for small businesses.
Experience
Engineering experience grounded in manufacturing, inspection, and research.
AXIS X
POS: 0404.9
·
STATION: 01 / MILTERA
01 / Applications Engineer
Miltera Machining Research Corp.
2022 — Present
Cutting tool grinding, inspection, custom tool design, R&D support, production automation, and workflow improvement.
- Designed end mills, drills, and custom form tools based on customer applications.
- Built internal Python/Windows tools for order creation, production tracking, and cycle-time analysis.
- Supported inspection workflows using Alicona, Walter Helicheck, POM Basic, and Rhino automation.
02 / Graduate Researcher
Concordia University
2018 — 2021
MASc in Mechanical Engineering focused on accurate on-machine surface measurement using FEA techniques.
Achieved a 27.7% improvement in probing accuracy on complex surfaces through FEA-based compensation methods.
03 / Engineering Intern
Tecnimont
2017
Static equipment design for EPC projects. Pressure vessels and heat exchangers, CAD revision processing, and project documentation for international energy projects.
1 / 3
Working Style
Reliable, detail-focused, and practical.
"I focus on building tools that solve real workflow problems, improve visibility, and make production decisions easier."
"My strength is connecting engineering knowledge with software development to create practical systems people can actually use."
Contact