01 / Programming
Writing the logic behind real behaviour.
- Python
- C++
- OOP
- data structures
- algorithms
- file handling
- debugging
MINAHIL AHSANEE / NUST / 2026
BUILDING A FOUNDATION FOR SYSTEMS THAT SENSE AND RESPOND.
01 / ABOUT ME
Through projects, research, and hands-on building, I am developing my foundation across embedded systems, robotics, machine learning, electronics, and control.
02 / Skills
The Skills Behind Every Solution.
Select a category to inspect the methods and tools behind the work.
02 / Machine Learning
Finding patterns that improve how systems respond.
- TensorFlow
- Keras
- Scikit-learn
- CNNs
- classification
- regression
- NLP
03 / Data Analytics
Turning data into decisions that move systems forward.
- EDA
- preprocessing
- feature engineering
- imbalance handling
- model evaluation
04 / Modelling & Control
Where models meet motion and stability.
- MATLAB
- nonlinear modelling
- state-space analysis
- LQR
- system simulation
- open-loop analysis
- feedback control
05 / Embedded Systems
Building systems that sense, decide, and respond.
- Arduino Uno
- ESP-12
- motor drivers
- sensors
- PWM control
- hardware integration
06 / Electronics
Understanding the behaviour behind every signal.
- Proteus
- LTspice
- ModelSim
- analog circuits
- op-amps
- RC/RLC filters
- Fourier analysis
- FFT
- Bode analysis
07 / Engineering Design
Designing with purpose, structure, and precision.
- SOLIDWORKS
- AutoCAD
- 3D modelling
- engineering drawings
- manufacturability
08 / Research & Development
Turning technical questions into tested solutions.
- Git
- GitHub
- VS Code
- Jupyter Notebook
- Google Colab
- Overleaf
- LaTeX
- Streamlit
- Literature Review
03 / Projects
From questions to working prototypes.
01 / 14
Python · Machine Learning · Streamlit
Cost-Sensitive APS Failure Classification
Built a cost-sensitive machine-learning pipeline to predict APS failures from highly imbalanced operational data.
Key featureDecision-threshold optimization for failure-cost reduction.
View project C++ · OOP · System Simulation
Smart EV Charging Network
A city-scale EV charging ecosystem designed to optimize dock allocation, scheduling, renewable energy usage, and charging efficiency.
Key featureBuilt with scalable object-oriented architecture and real-world operational logic.
View project Python · Machine Learning · NLP
Email Spam Classifier
A supervised machine learning pipeline for detecting spam emails using text preprocessing, feature extraction, and classification.
Key featureDesigned to transform unstructured text into accurate predictive insights.
View project Deep Learning · CNN · TensorFlow
MNIST Digit Recognition
A handwritten digit recognition system trained on the MNIST dataset using deep learning techniques for image classification.
Key featureDemonstrates real-world computer vision through high-accuracy handwritten digit recognition.
Machine learning studyPython · Machine Learning · Data Analytics
Housing Price Prediction
A machine learning model that predicts California housing prices using feature selection, regression, and data preprocessing.
Key featureBuilt with Random Forest regression and optimized using feature importance analysis.
Predictive modellingPython · KNN · Machine Learning
Iris Flower Classification
A flower species classification model using the Iris dataset with feature scaling and K-Nearest Neighbors.
Key featureDemonstrates supervised learning through accurate multi-class classification.
Classification studyESP-12 · Embedded Systems · IoT
Persistence of Vision Display
A rotating LED display that creates stable 360-degree visual patterns using precise timing and Hall-effect synchronization.
Key featureAwarded 3rd Position at Voltfest 2026 among 26 competing teams.
Embedded systemAnalog Electronics · Filter Design · Signal Processing
Analog Signal Conditioning & Waveform Synthesis
Designed, simulated, and validated analog filter circuits for waveform extraction using Fourier analysis, LTspice simulations, and practical hardware implementation.
Key featureImplemented four analog filter stages for waveform extraction and signal conditioning.
Analog systemC++ · OOP · Data Structures
Smart Parking Management System
A parking management simulation featuring intelligent slot allocation, billing automation, monitoring, and transaction management.
Key featureDesigned to simplify parking operations through efficient data management algorithms.
View project Analog Circuits · Electronics · Simulation
Thermal Safety Controller
An analog thermal safety controller using operational amplifiers and comparator-based decision logic for real-time protection.
Key featureValidated through both LTspice simulation and hardware implementation.
Safety electronicsPython · Data Analysis · Machine Learning
Smart Energy Billing System
An energy management platform for monitoring consumption, automating billing, and forecasting future energy usage.
Key featureIntegrated predictive analytics using linear regression for smarter energy planning.
View project Arduino · Embedded Systems · Robotics
Bluetooth-Controlled Arduino Car
A wireless robotic vehicle featuring Bluetooth communication, PWM motor control, and real-time navigation.
Key featureBuilt to demonstrate reliable hardware-software integration and embedded control.
Mobile roboticsArduino · Embedded Systems · Sensors
Laser Security & Detection System
A laser-based intrusion detection system using LDR sensing and real-time alarm activation for security applications.
Key featureCombined embedded electronics with practical system design for reliable intrusion detection.
Sensor systemPYTHON · STREAMLIT · CIVIC ANALYTICS
CivicLens AI
An interactive civic technology platform for reporting community issues and transforming public submissions into clear, actionable insights through maps, charts, and structured analysis.
Key featureCivic issue reporting with interactive visual analytics for identifying categories, locations, and community-level patterns.
View project 04 / Experience
Understanding systems through real work.
Internships, freelance work, and research across intelligent physical systems.
EsseReale · Canada (Remote)
Simulation and Controls Intern
- Developed MATLAB-based simulation and control workflows for Yo-Go, a self-balancing personal mobility vehicle designed for dynamic stabilization, motion control, and body-motion-based interaction.
- Modeled Yo-Go as an underactuated inverted-pendulum-on-wheels system using pitch angle, pitch rate, wheel position, and wheel velocity states to evaluate nonlinear dynamics, open-loop instability, and upright stabilization requirements.
- Built modular simulation components for actuator constraints, IMU and encoder feedback, load-sensor inputs, sensor-noise modeling, filtering, state estimation, upright stabilization, controlled motion, and posture-based rider intent mapping.
NUSTAG BAJA · Remote
Engineering Intern
- Contributed to the complete design and development of a BAJA SAE off-road vehicle, including chassis, powertrain, steering, suspension, braking, and mechanical subsystem integration.
- Developed and evaluated SOLIDWORKS CAD models, assemblies, and engineering drawings with emphasis on design intent, dimensional accuracy, assembly constraints, motion validation, manufacturability, and system-level packaging.
- Applied mechanical design, vehicle dynamics, and simulation principles to evaluate steering and suspension behaviour, drivetrain configuration, structural load paths, and subsystem integration throughout the vehicle development process.
Arch Technologies · Remote
Machine Learning Intern
- Developed end-to-end machine-learning and deep-learning workflows in image classification, natural language processing, and regression using Python, TensorFlow, Keras, and Scikit-learn.
- Applied data preprocessing, feature engineering, model training, hyperparameter configuration, and performance-evaluation techniques across multiple predictive tasks.
- Implemented CNN-based digit recognition, spam-email classification, and Random Forest housing-price prediction projects.
Fiverr and Upwork · Remote
Freelance Web and Design Support
- Deliver website, design, and digital-support work with a focus on clean presentation, usability, and polished final output.
- Handle client requirements, revisions, communication, and delivery across freelance web, design, and content tasks.
- Support independent client projects while strengthening practical workflow, documentation, and visual problem-solving skills.
R / 01
Undergraduate Research, Ongoing
Data-Driven Wheel-Slip Estimation for Mobile Robots Using Multimodal Sensor Fusion
- Designing a low-cost differential-drive mobile robot with wheel encoders, an IMU, dual motor-current sensing, and external vision-based ground truth for controlled wheel-slip experiments across varying terrain, payload, and speed conditions.
- Developing MATLAB and Python workflows for robot modelling, synchronized data acquisition, slip-label generation, preprocessing, feature engineering, and multimodal fusion of encoder, inertial, and motor-response measurements.
- Training and evaluating machine-learning regression models for continuous slip estimation, including sensor-ablation, noise-robustness, and generalization studies, with planned application to slip-aware odometry and adaptive traction control.
05 / Education
The Foundation Behind My Journey.
A continuing engineering foundation, built one stage at a time.
2029Current trajectory
National University of Sciences and Technology, College of E&ME
Bachelor of Electrical Engineering
Islamabad, Pakistan
Building a strong foundation in electrical engineering, electronics, programming, and intelligent systems.
2025Completed
KIPS College
FSc / Intermediate
Islamabad, Pakistan
2023Completed
Fauji Foundation College for Girls
Matriculation
Islamabad, Pakistan
06 / Awards
ACHIEVEMENTS &
CERTIFICATIONS.
Milestones along the way.
Voltfest Competition, CEME, NUST
3rd Position among 26 Teams
DataDive Datathon’26
Google Developer Groups on Campus, NUST
HackSummer’26
Microsoft Club GIKI
Build Process of Autonomous Maze Solvers
Robotics & Automation Club, NUST
Machine Learning Specialization | DeepLearning.AI, Coursera
Getting Started with Generative AI
IBM SkillsBuild
Google Ads for Beginners
Coursera
Programming for Everybody: Getting Started with Python
Coursera
07 / Beyond engineering
Leadership & community.
Learning to contribute beyond the classroom.
Leadership
- 01
Deputy Director Research & Publication
- 02
Deputy Director Media & Graphics
- 03
Deputy Director PCB Milling
- 04
Deputy Director Women in Empowerment (WIE)
- 05
Deputy Director
Community
- 06
Community Health & Safety Volunteer
Pakistan Life Savers Programme
- 07
Student Intern
Alkhidmat Foundation Pakistan
- 08
Student Volunteer
NUST · Rawal Lake Cleaning Drive
08 / Collaborate
Complex systems are built together.
Open to thoughtful problems and meaningful builds.
Start a collaborationRobotics 01Machine Learning 02Computer Vision 03Autonomous Systems 04
09 / Contact
Let’s turn an idea
into a working system.
Open to internships, research opportunities, engineering projects, startups, and meaningful collaborations.
Start a conversation