Doa'a Khalil
Dubai,UAE
Summary
Dedicated and innovative Automation & Data Systems Analyst with deep expertise in HVAC systems, Building Management Systems (BMS), and energy management. Since 2020, I’ve played a pivotal role in digital transformation projects in facility management, focusing on automation, integration, and scalable analytics solutions.
I specialize in Condition-Based Maintenance (CBM) — a data-driven approach to predictive maintenance that improves operational efficiency and asset performance. As the internal lead for SkySpark operations, I manage the full lifecycle of CBM deployments, site integration, and fault detection rule logic across more than 100 facilities.
I’m also involved in R&D for automation and data-driven diagnostics, building internal tools and improving workflows to support advanced analytics and operational efficiency. I serve as the primary point of contact for SkySpark issues and enhancements, supporting cross-functional teams in optimizing energy performance and system intelligence.
Overview
5
5
years of professional experience
2019
2019
years of post-secondary education
1
1
Certification
Work history
Senior Engineer - Automation & Data Systems Analyst
Enova Facilities Management LLC
Dubai
04.2024 - 05.2025
- Supervising the expansion of the connected data points to over 250000 points and over 100 facilities
- Maintained and expanded Enova Fault Rules Library book for fault detection algorithms for HVAC equipment
- Managed Enova's Condition Based Maintenance project (CBM) processes and work orders
- Cut operational cost by optimizing Enova's digital solution (Hubgrade) processes including building automated reports and tasks, custom applications, etc.
- Research & development role for Hubgrade projects developing various tool including data imputation, faults detection, rules testing, building management system (BMS) equipment testing and commissioning, etc.
- Managed software documentation & maintenance
- Led internal and external trainings
Engineer - Automation & Data Systems Analyst
Enova Facilities Management LLC
Dubai
04.2022 - 04.2024
- Expanding the connected data points to over 100000 points
- Using SQL, Knime, and powerBI to build data quality and BMS snags interactive reports on daily basis for internal use and for clients
- Transforming the data collection from Niagara to SkySpark by skyFoundry leading the migration plan of over 90 connected facilities and historical data of over 100000 points
- Automating many processes in Hubgrade such as integrating a facility of over 10000 points in 2 days and deploying it to other connected facilities and centralizing the rule library fault book while maintaining its customization flexibility for each facilities
- Optimizing the CBM project process giving visibility of the issues in the facility to its operations team and owners and generating automatic work orders that serve the maintenance and energy performance of the assets
Junior Engineer-Energy Management
Enova Facilities Management LLC
Dubai
11.2020 - 04.2022
- Integrating building management systems with various communication protocols primarily BACnet to Hubgrade using Niagara platform
- Reviewing data of over 50000 points covering mainly HVAC systems and building reports of data snags based on the equipment control loops
- Building and maintaining Enova Fault Rules Library
- Sending Automatic tasks under condition based maintenance project (CBM) to Enova's CAFM system by API integration using Knime Analytics and ICONICS Genesis as platforms
Education
Scientific Track
Al Hikmah Private School
Bachelor of Science - Electrical Engineering
American University in Dubai
09.2015 - 05.2019
Skills
Expert Tools & Frameworks:
- SkySpark KNIME Analytics Niagara Framework
- BACnet/IP (integration, diagnostics, and control loop analysis)
Intermediate:
- ICONICS Genesis SQL Power Apps
Basic / Learning:
- Python Power BI
Domain Knowledge:
- HVAC Systems BMS Integration Energy Management
- Fault Detection & Diagnostics (FDD) CBM Automation
- Smart Building Systems Data Quality Assurance
- Process Automation & Tool Development (R&D focus)
- System Commissioning & Site Integration
Languages
Arabic
Native
English
Fluent
Personal Information
Certification
- Facility Management Professional Completion Certificate By Zabeel International Institute
- Train The Trainer By Blue Ocean Academy
Timeline
Senior Engineer - Automation & Data Systems Analyst
Enova Facilities Management LLC
04.2024 - 05.2025
Engineer - Automation & Data Systems Analyst
Enova Facilities Management LLC
04.2022 - 04.2024
Junior Engineer-Energy Management
Enova Facilities Management LLC
11.2020 - 04.2022
Bachelor of Science - Electrical Engineering
American University in Dubai
09.2015 - 05.2019
Scientific Track
Al Hikmah Private School
Similar Profiles
Noman KhanNoman Khan
Analyst FP & A at Enova Facilities Management LLCAnalyst FP & A at Enova Facilities Management LLC
Samuel NatehSamuel Nateh
Painter, Maintenance at ENOVA FACILITIES MANAGEMENT LLCPainter, Maintenance at ENOVA FACILITIES MANAGEMENT LLC
Rexford LangmanRexford Langman
Electrical Technician at Enova Facilities Management Services LLC (EMAAR)Electrical Technician at Enova Facilities Management Services LLC (EMAAR)
Nadeem SyedNadeem Syed
Camp Supervisor at Mabani steels LLCCamp Supervisor at Mabani steels LLC
Pooja ShettyPooja Shetty
Airport Manager at Air IndiaAirport Manager at Air India