Sibte.
Kanvis
Sibte Satti

Sibte Satti

Mechanical Engineer | ML Enthusiast | Bridging Hardware Precision with AI
Hire Me

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

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

Python

Product 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

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