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I'm a PLM Technical Consultant who started with mechanical engineering and ended up deep inside enterprise product lifecycle systems — configuring workflows, structuring product data, and making sure engineering teams can actually use the tools built for them.

My core domain is Dassault Systèmes' 3DEXPERIENCE ecosystem — ENOVIA, CATIA, DELMIA — across automotive and aerospace environments. I've done the pre-sales demos, the full implementations, the server configurations, the user training. I understand how these systems behave in theory and, more importantly, how they behave in practice.

But curiosity doesn't sit still. PLM systems are sitting on enormous amounts of engineering data — and most of it is either underused or completely ignored. That's the gap I'm trying to close — using AI and machine learning to make digital manufacturing smarter, more predictive, and more useful.

PLM tells you what is being made and how it changes. Robotics and automation are where it actually gets made. Intelligent manufacturing connects the two — product data flowing into cells, machines, and sensors that can sense, decide, and adapt. That's the direction I'm moving in: studying it at UCD, and learning the hands-on side through self-study across Linux, Python, ROS 2, PLC programming, and data analytics.

When I'm not working on that: building side projects, writing about PLM and Industry 4.0, and pursuing an MEngSc in Robotics and Intelligent Manufacturing at University College Dublin, after completing an MS in AI/ML at Woolf University.

Where I've built things

Aug 2023 — Apr 2026
Tata Technologies
PLM Technical Consultant
Full-spectrum PLM consulting across pre-sales, implementation, and training — working with 3DEXPERIENCE, ENOVIA, and CATIA across automotive and aerospace clients.
25+ PoCs and value demos delivered; 3 converted into closed business
5+ end-to-end PLM implementations — BOM, Change Mgmt, Project Mgmt, RFx
10+ custom ENOVIA BPM workflows designed and configured
400+ client queries resolved across pre- and post-sales
20+ training sessions · 100+ users trained · 95%+ satisfaction
3DEXPERIENCE ENOVIA CATIA BPM Pre-Sales Implementation
⚙️
🤖
Sep 2025 — Nov 2025
Meta / Instagram via Telus International AI  ·  Freelance
AI Data Annotator & Evaluator
Freelance engagement annotating and evaluating AI datasets for Meta's computer vision and video generation models.
Annotated image/video datasets for computer vision model training
Content segmentation of Instagram Reels; crafted AI video generation prompts
A/B evaluation of AI-generated video outputs for quality and relevance
Supported large-scale training, validation, and testing pipelines
Annotation Prompt Engineering Computer Vision A/B Evaluation
Jun 2024 — Sep 2026
Woolf University · Scaler Neovarsity
MS Computer Science — AI & Machine Learning
Graduate program focused on AI, machine learning, and data-driven systems — applied to real-world engineering and manufacturing problems.
CGPA 3.9 / 4.0
Applied projects: Recommender Systems, Clustering, Classification, Ensemble Learning
Building domain-specific ML tools for predictive maintenance and defect detection
Machine Learning Python Data Science AI
Completed · Sep 2026
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Sep 2026 — Present
University College Dublin (UCD) · Ireland
MEngSc — Robotics and Intelligent Manufacturing
Master's programme in robotics and intelligent manufacturing — taking a PLM and digital manufacturing background from product data to the shop floor.
Focus: robotic systems, automation, and data-driven manufacturing
Linking PLM product data (BOM, change, process) with production and automation
Self-study alongside: Linux, Python, ROS 2, PLC, and data analytics
Robotics Intelligent Manufacturing Automation PLM AI
Ongoing

The foundation

🔧
Aug 2019 – Jul 2023
B.E. — Mechanical Engineering
PES College of Engineering, Mandya
CGPA 8.03 / 10
Completed
💡
Jun 2024 – Sep 2026
MS — Computer Science (AI & ML)
Woolf University · Scaler Neovarsity
CGPA 3.9 / 4.0
Completed
🤖
Sep 2026 – Present
MEngSc — Robotics and Intelligent Manufacturing
University College Dublin (UCD), Ireland
In Progress
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Dassault Systèmes
40+
CATIA · ENOVIA · DELMIA · 3DEXCITE across multiple technical domains
📊
BCG Data Science
Forage
Customer churn prediction, EDA, Random Forest modelling
🔍
Deloitte Data Analytics
Forage
Forensic technology, Tableau dashboards, business reporting
✈️
British Airways DS
Forage
Web scraping, predictive modelling, customer booking behaviour
🐯
Tata Data Analytics
Forage
Data visualisation and analytics simulation

Robotics & manufacturing

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Robotics & Automation
Studying
Robotic systems and automation at UCD, with ROS 2 and PLC fundamentals through self-study.
🏭
Intelligent Manufacturing
Applying
Connected, data-driven production — sensor and machine data feeding decisions on the shop floor.
🔗
PLM to Shop Floor
Bridging
Carrying product structure, change, and process data from PLM into manufacturing and automation.
🧠
AI for Manufacturing
Exploring
Machine learning for predictive maintenance and defect detection on equipment and quality data.