Sibte Satti
Mechanical Engineer | ML Enthusiast | Bridging Hardware Precision with AI
Based in: Islamabad, PakistanMost recently: Mechanical Engineering Intern (On-site), Pakistan Aeronautical Complex (PAC) Kamra
Mechanical Engineering graduate from Air University with a unique blend of heavy industrial experience at PAC Kamra and modern Machine Learning expertise. Proven track record in high-precision engine overhauls and developing predictive models. Passionate about robotics, AI training, and building the next generation of STEM solutions.
Experience
Mechanical Engineering Intern (On-site)
Pakistan Aeronautical Complex (PAC) KamraAttock, PakistaninternshipJul 2025 – Aug 2025
Summary
Worked at the Mirage Rebuild Factory (MRF) on aircraft and engine overhaul, maintenance, and quality assurance processes.
What I did
- Worked on Mirage III/V aircraft and ATAR-09C engine overhaul, including compressor, turbine, and kinematics chain maintenance.
- Gained exposure to T-56 (C-130), TFE-731 (K-8), F-100 (F-16), and J-69 (T-37) engine overhaul processes.
- Assisted in component shops covering landing gear, hydraulic, pneumatic, servo actuator, and electrical systems.
- Observed electroplating, plasma spray coating, welding, and heat treatment for engine component restoration.
- Supported QA operations per ISO 9001:2015 and AS 9100 aerospace quality standards, including NDT inspections.
Mirage III/VATAR-09C engineT-56 (C-130)TFE-731 (K-8)F-100 (F-16)J-69 (T-37)ISO 9001:2015AS 9100NDT inspections
Machine Learning Intern (Remote)
CodexCue Software SolutionsIslamabad, PakistaninternshipJun 2024 – Jul 2024
Summary
Developed various machine learning models and performed data analysis tasks.
What I did
- Developed a machine learning model to predict laptop prices using Random Forest based on hardware specifications, brand, processor details, and warranty information.
- Built regression models for car price prediction with feature engineering and ensemble techniques to improve accuracy.
- Implemented spam email classification models using Logistic Regression, Decision Trees, and Support Vector Machines (SVM).
- Performed simple linear regression on the tips dataset, including data cleaning, visualization, and model evaluation using MSE and R².
Machine LearningRandom ForestRegression modelsLogistic RegressionDecision TreesSupport Vector Machines (SVM)Linear regressionMSER²
Skills
Technical
Mechanical Design & Analysis
AutoCAD
SolidWorks
Mechanical Assemblies & Component Analysis
HVAC Systems & Industrial Utilities
Plant Operations & Maintenance
Manufacturing & Fabrication Processes
Preventive & Corrective Maintenance
ANSYS
SolidWorks Simulation
MATLAB
Fusion 360
Autodesk Simulation
Rotating Equipment Analysis
Simulink
PythonProduct Design & Development
Quality Control & Inspection
CATIA V5
CREO
Siemens NX
Abaqus
COMSOL Multiphysics
C++LabVIEW
Nastran/Patran
Adams
Java
Areas of expertise
Teamwork & Communication
Technical Documentation & Reporting
Problem Solving
Project Management
Projects
Descon Rousch Power Plant Analysis
Lead Analystacademic
Performed performance and operational analysis of a Descon Rousch power plant, focusing on mechanical systems and plant efficiency.
Mechanical systemsPlant efficiency analysis
Heat Exchanger Design
Designeracademic
Designed Heat Exchanger by applying Heat and Mass Transfer principles for thermal performance evaluation.
Heat and Mass Transfer principles
HVAC System Layout for Commercial Building
HVAC Designeracademic
Designed HVAC system layout and load calculations for a commercial building using standard HVAC design practices.
HVAC design practicesLoad calculations
Air–Fuel Cycle Analysis Code
Developeracademic
Developed MATLAB code for air–fuel cycle analysis of four stoke IC Engine with equilibrium combustion and residual gas effects.
MATLABIC Engine analysis
HVAC Equipment Selection
Engineeracademic
Selected HVAC equipment, ducts, and air distribution systems based on airflow requirements and thermal comfort standards.
Airflow requirementsThermal comfort standards
Boiler Operation and Combustion Study
Researcheracademic
Studied boiler operation and combustion systems, including fuel input, excess air, and flue gas losses.
Combustion systemsFlue gas analysis
Industrial Boiler Heat Balance
Analystacademic
Conducted heat balance and efficiency analysis of industrial boilers.
Heat balanceEfficiency analysis
Centrifugal Pump System Analysis
Analystacademic
Analyzed centrifugal pump systems, calculating head, flow rate, efficiency, and NPSH requirements.
Pump systemsNPSH calculations
Compressor Performance Study
Researcheracademic
Studied compressor performance under varying operating pressures and flow conditions.
Compressor performance
Maintenance Planning for Rotating Machinery
Maintenance Planneracademic
Prepared preventive and corrective maintenance plans for rotating machinery such as pumps, fans, and motors.
Preventive maintenanceCorrective maintenance
Vibration and Failure Analysis
Analystacademic
Performed vibration and failure analysis of mechanical components using stress and fatigue concepts.
Stress analysisFatigue concepts
Manufacturing Process Evaluation
Evaluatoracademic
Evaluated manufacturing processes including casting, machining, and forming based on design and material requirements.
CastingMachiningForming
Material Selection Analysis
Analystacademic
Conducted material selection analysis considering strength, thermal properties, and cost analysis.
Material selectionCost analysis
Industrial Safety Study
Researcheracademic
Studied industrial safety practices, including hazard identification and safe operating procedures.
Hazard identificationSOPs
Fabrication and Testing of Waste Plastic (LDPE) Based Composites Using Different Fillers
Lead Researcher/Designerpersonal
Designed and fabricated extrusion and compression molding machines. Developed composite using LDPE and industrial by-products (fly ash, quarry dust, glass powder). Conducted mechanical testing (compressive, tensile, and flexural) and FEA analysis. Optimised binder compositions for enhanced mechanical properties, contributing to eco-friendly plastic waste management.
LDPEFly ashQuarry dustGlass powderExtrusion moldingCompression moldingFEA analysisMechanical testing
Education
Bachelor of Engineering (B.E.)
Air UniversityMechanical EngineeringGPA 3.132022 – 2026
Thesis. Fabrication and Testing of Waste Plastic (LDPE) Based Composites Using Different Fillers
Coursework
Power Plant EngineeringHeat and Mass TransferThermodynamicsFluid MechanicsManufacturing ProcessesMachine DesignEngineering MaterialsCADCAMCAE (CFD & FEA)
FSC_Pre-Engineering
HAMZA APS&CPre-Engineering2020 – 2022
Matric_Computer-Science
ASF Public SchoolComputer Science2018 – 2020
Recognition
Certifications
Mechanical Internship
Pakistan Aeronautical Complex (PAC), Kamra2025
Machine Learning Internship
CodexCue Software Solutions2024
Work smarter with Microsoft Word
Microsoft
Astro101: Black Hole
University of Alberta
Successful Presentation
University of Colorado Boulder
Autodesk Certified Professional: AutoCAD for Design and Drafting Exam Prep
Autodesk
Foundations: Data, Data, Everywhere
Google
Introduction to Virtual Reality
Coursera
Sibte's twin is AI, it can make mistakes.
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