Sibte.

Sibte Satti

Mechanical Engineer | ML Enthusiast | Bridging Hardware Precision with AI

Overview

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.

Islamabad, Pakistan

Experience

Jul 2025 – Aug 2025

INTERNSHIP

Mechanical Engineering Intern (On-site)

Pakistan Aeronautical Complex (PAC) Kamra

Attock, Pakistan

Worked at the Mirage Rebuild Factory (MRF) on aircraft and engine overhaul, maintenance, and quality assurance processes.

•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

Jun 2024 – Jul 2024

INTERNSHIP

Machine Learning Intern (Remote)

CodexCue Software Solutions

Islamabad, Pakistan

Developed various machine learning models and performed data analysis tasks.

•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

Project Portfolio

ACADEMIC

Present

Descon Rousch Power Plant Analysis

Lead Analyst

Performed performance and operational analysis of a Descon Rousch power plant, focusing on mechanical systems and plant efficiency.

Mechanical systemsPlant efficiency analysis

ACADEMIC

Present

Heat Exchanger Design

Designer

Designed Heat Exchanger by applying Heat and Mass Transfer principles for thermal performance evaluation.

Heat and Mass Transfer principles

ACADEMIC

Present

HVAC System Layout for Commercial Building

HVAC Designer

Designed HVAC system layout and load calculations for a commercial building using standard HVAC design practices.

HVAC design practicesLoad calculations

ACADEMIC

Present

Air–Fuel Cycle Analysis Code

Developer

Developed MATLAB code for air–fuel cycle analysis of four stoke IC Engine with equilibrium combustion and residual gas effects.

MATLABIC Engine analysis

ACADEMIC

Present

HVAC Equipment Selection

Engineer

Selected HVAC equipment, ducts, and air distribution systems based on airflow requirements and thermal comfort standards.

Airflow requirementsThermal comfort standards

ACADEMIC

Present

Boiler Operation and Combustion Study

Researcher

Studied boiler operation and combustion systems, including fuel input, excess air, and flue gas losses.

Combustion systemsFlue gas analysis

ACADEMIC

Present

Industrial Boiler Heat Balance

Analyst

Conducted heat balance and efficiency analysis of industrial boilers.

Heat balanceEfficiency analysis

ACADEMIC

Present

Centrifugal Pump System Analysis

Analyst

Analyzed centrifugal pump systems, calculating head, flow rate, efficiency, and NPSH requirements.

Pump systemsNPSH calculations

ACADEMIC

Present

Compressor Performance Study

Researcher

Studied compressor performance under varying operating pressures and flow conditions.

Compressor performance

ACADEMIC

Present

Maintenance Planning for Rotating Machinery

Maintenance Planner

Prepared preventive and corrective maintenance plans for rotating machinery such as pumps, fans, and motors.

Preventive maintenanceCorrective maintenance

ACADEMIC

Present

Vibration and Failure Analysis

Analyst

Performed vibration and failure analysis of mechanical components using stress and fatigue concepts.

Stress analysisFatigue concepts

ACADEMIC

Present

Manufacturing Process Evaluation

Evaluator

Evaluated manufacturing processes including casting, machining, and forming based on design and material requirements.

CastingMachiningForming

ACADEMIC

Present

Material Selection Analysis

Analyst

Conducted material selection analysis considering strength, thermal properties, and cost analysis.

Material selectionCost analysis

ACADEMIC

Present

Industrial Safety Study

Researcher

Studied industrial safety practices, including hazard identification and safe operating procedures.

Hazard identificationSOPs

PERSONAL

Present

Fabrication and Testing of Waste Plastic (LDPE) Based Composites Using Different Fillers

Lead Researcher/Designer

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

2022 – 2026

Bachelor of Engineering (B.E.)

Air UniversitySpecialization in Mechanical Engineering

GPA: 3.13

Thesis: Fabrication and Testing of Waste Plastic (LDPE) Based Composites Using Different Fillers

Relevant Coursework

Power Plant EngineeringHeat and Mass TransferThermodynamicsFluid MechanicsManufacturing ProcessesMachine DesignEngineering MaterialsCADCAMCAE (CFD & FEA)

2020 – 2022

FSC_Pre-Engineering

HAMZA APS&CSpecialization in Pre-Engineering

2018 – 2020

Matric_Computer-Science

ASF Public SchoolSpecialization in Computer Science

Impact & Recognition

Professional Certifications

Pakistan Aeronautical Complex (PAC), Kamra · 2025

Mechanical Internship

CodexCue Software Solutions · 2024

Machine Learning Internship

Microsoft

Work smarter with Microsoft Word

University of Alberta

Astro101: Black Hole

University of Colorado Boulder

Successful Presentation

Autodesk

Autodesk Certified Professional: AutoCAD for Design and Drafting Exam Prep

Google

Foundations: Data, Data, Everywhere

Coursera

Introduction to Virtual Reality

Skills & Interests

Mechanical Design & Analysis

TECHNICAL

AutoCAD

TOOL

SolidWorks

TOOL

Mechanical Assemblies & Component Analysis

TECHNICAL

HVAC Systems & Industrial Utilities

TECHNICAL

Plant Operations & Maintenance

TECHNICAL

Manufacturing & Fabrication Processes

TECHNICAL

Preventive & Corrective Maintenance

TECHNICAL

ANSYS

TOOL

SolidWorks Simulation

TOOL

MATLAB

TOOL

Fusion 360

TOOL

Autodesk Simulation

TOOL

Rotating Equipment Analysis

TECHNICAL

Simulink

TOOL

Python

TECHNICAL

Product Design & Development

TECHNICAL

Quality Control & Inspection

TECHNICAL

CATIA V5

TOOL

CREO

TOOL

Siemens NX

TOOL

Abaqus

TOOL

COMSOL Multiphysics

TOOL

C++

TECHNICAL

LabVIEW

TOOL

Nastran/Patran

TOOL

Adams

TOOL

Java

TECHNICAL

Areas of Expertise

Teamwork & Communication

Technical Documentation & Reporting

Problem Solving

Project Management

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