Muhammad AliSoftware Engineer
BS Software Engineering • Graduating 2026
Seeking Master's in AI & Engineering Roles

Hi, I'm Muhammad Ali

Software Engineer & AI Researcher passionate about developing intelligent healthcare systems, deep learning anomaly detection models, and high-performance full-stack applications.

PAF-IAST, Computing Science
Haripur, KPK, Pakistan
malikmuhammadali202@outlook.com
Muhammad Ali - Software Engineer & AI Researcher
Muhammad Ali
Software Eng. • AI/IoMT
Available
Academic GPA
3.29 / 4.00
BS Software Eng.
Dean's Honor
2x Winner
PKR 120,000 Merit
Flagship FYP
Life-Line Monitor
Wireless AI Detection
Experience
4 Roles
USA Remote & University
Profile & Research Focus

About Me & Research Vision

Bridging the gap between cutting-edge Artificial Intelligence algorithms and practical, life-saving embedded biomedical systems.

Master’s Degree Aspirations in Artificial Intelligence

I am a motivated Software Engineering graduate with a strong interest in pursuing a Master’s degree in Artificial Intelligence. My research interests include Artificial Intelligence, Machine Learning, Deep Learning, Generative AI, Internet of Things (IoT), Internet of Medical Things (IoMT), and intelligent healthcare systems. My Final Year Project, “Life-Line Monitor: Wireless AI System for Real-Time Heart Anomaly Detection,” strengthened my interest in applying AI and IoT to address real-world healthcare challenges. I have practical experience in Python, software development, and AI-based technologies, and aim to develop advanced research skills and contribute to innovative AI solutions through my Master’s studies.

Deep Learning & Anomaly Detection
Internet of Medical Things (IoMT)
Generative AI & LLM Systems
Full-Stack Web Engineering

Key Research & Technical Pillars

Artificial Intelligence & Deep Learning

Neural network architectures, computer vision, time-series anomaly detection, and predictive healthcare models.

Active Research Domain

Internet of Medical Things (IoMT)

Sensor telemetry, embedded microcontrollers (ESP32), wearable physiological monitors, and real-time medical data pipelines.

Active Research Domain

Generative AI & LLMs

Prompt engineering, domain-specific fine-tuning, RAG workflows, automated content generation, and intelligent assistants.

Active Research Domain

Edge Computing & Cloud Offloading

Deploying lightweight ML models on edge nodes, efficient cloud synchronization, and low-latency inference.

Active Research Domain
Educational Background

Academic Qualifications

Rigorous undergraduate engineering foundation combining software architecture, artificial intelligence, and embedded hardware systems.

Bachelor’s in Software Engineering

Graduating June 2026
School of Computing Science, Pak-Austria Fachhochschule: Institute of Collaborative Science & Technology (PAF-IAST)
October 2022 – June 2026Mang, Haripur, Khyber Pakhtunkhwa, Pakistan
Cumulative GPA
3.29 / 4.00
First Division / High Honor

Key Academic Merits & Focus

  • Secured Dean's List of Honor Award twice (Spring 2024 & Fall 2024).
  • Rigorous Austrian-standard curriculum focusing on software architecture, embedded computing, algorithms, and artificial intelligence.
  • Final Year Project: Life-Line Monitor: Wireless AI System for Real-Time Heart Anomaly Detection.
Featured Final Year Project

Life-Line Monitor

Wireless AI System for Real-Time Heart Anomaly Detection: Bridging biomedical sensors, edge telemetry, and deep learning for preventive healthcare.

Flagship Research & Innovation Project

Life-Line Monitor: Wireless AI System for Real-Time Heart Anomaly Detection

Supervisor: Dr. Babar Nazir (Associate Professor)School of Computing Science, PAF-IAST
IoMT & Clinical AI Solution

An end-to-end intelligent medical telemetry solution engineered to continuously capture cardiac vitals, detect anomalous rhythms in real-time using deep learning, and alert medical personnel instantly via low-latency wireless transmission.

System Architecture & Pipeline

01. Sensing Layer
Biomedical Signal Capture

Bio-potential sensors & heart monitoring probes interfaced with ESP32 microcontroller for high-fidelity signal acquisition.

02. Edge Telemetry
Wireless Transmission

Microcontroller filters physiological noise and securely transmits telemetry via Wi-Fi/Bluetooth to edge gateway.

03. AI Inference
Real-time Anomaly Detection

Deep learning neural network processes temporal sequence data to classify normal vs anomalous cardiac patterns.

04. Clinical Dashboard
Automated Doctor Alerts

Cloud-synchronized dashboard triggers immediate push alerts & visualizations for healthcare professionals.

TECHNOLOGIES & STACK EMPLOYED:
ESP32IoMTSensorsPythonDeep LearningTensorFlowWireless CommunicationREST APIsCloud DashboardEdge Computing
Career History

Professional Experience

Hands-on technical roles spanning generative AI model optimization in the USA, full-stack software development, and technical university-level mentorship.

Graphic Designing | UI/UX Designing Trainer

Recent Role
EDSIY PAF-IAST
June 2026 – August 2026Mang, Haripur, Pakistan
Professional Training
  • Trained students in Computer Science, Programming, Graphic Designing, UI/UX, and emerging AI technologies.
  • Explained practical applications of AI in UI/UX and Graphic Designing, including AI-assisted design, content generation, and workflow automation.
  • Delivered hands-on training through real-world projects to enhance students' technical and creative skills.
  • Managed and maintained online web portals and educational software, incorporating modern technologies where applicable.
  • Provided technical support to students and faculty and guided them in adopting AI and digital tools for improved productivity.
UI/UXFigmaAI-assisted DesignGraphic DesignWeb PortalsMentorship

Teacher Assistant

University
Pak-Austria Fachhochschule (PAF-IAST)
Sept 2025 – June 2026Haripur, Pakistan
Academic & Technical Instruction
  • Assisted faculty members with academic and administrative activities.
  • Supported students during laboratory sessions and practical activities.
  • Guided students in programming, assignments, and technical projects.
  • Assisted in checking assignments, quizzes, and academic assessments.
  • Provided technical and academic support to students and helped maintain an effective learning environment.
Academic SupportLab InstructionProgramming GuidanceCourse AssessmentStudent Mentoring

Full Stack Developer

Industry
Wave Innovations (SMC-Pvt) Ltd.
July 2025 – August 2025Pakistan
Software Engineering
  • Developed responsive and user-friendly web applications using modern technologies.
  • Worked on frontend and backend development for full-stack web solutions.
  • Designed and integrated RESTful APIs for robust web application functionality.
  • Managed databases and implemented data-driven application features.
  • Debugged, tested, and optimized web applications for maximum performance and reliability.
Full StackReact.jsNode.jsRESTful APIsDatabasesPerformance Optimization

Generative AI Intern

International
Advanced Telecom Services
July 2024 – September 2024Washington (WA), USA (Remote)
AI Research & Engineering
  • Explored and implemented Generative AI models for practical business use cases.
  • Worked with Python and state-of-the-art AI/ML libraries for model development and experimentation.
  • Developed AI-powered solutions using advanced prompt engineering and LLM-based techniques.
  • Evaluated AI-generated outputs and systematically optimized model performance, latency, and accuracy.
  • Researched emerging Generative AI tools, modern frameworks, and real-world industrial applications.
Generative AILLMsPythonPrompt EngineeringModel EvaluationPyTorch/TensorFlow

Computer Science Trainer

Instruction
Khanpur College of Technology
August 2023 – October 2023Haripur, Pakistan
Academic Instruction
  • Instructed DIT students in Computer Science principles and fundamental programming concepts.
  • Delivered practical training in MS Office suite, computer applications, and essential IT fundamentals.
  • Explained basic web development and database concepts through structured hands-on lab exercises.
  • Introduced students to emerging technologies, including Artificial Intelligence and its practical applications in modern IT.
  • Assessed student performance through practical coding tasks, assignments, and interactive class activities.
TeachingComputer ScienceProgramming FundamentalsDatabase BasicsIT Tools
Technical Competencies

Skills & Expertise

A diverse technical repertoire combining deep learning research, low-level microcontroller systems, and high-level full-stack web application development.

AI & Machine Learning

Research Focus
Machine Learning

Supervised, unsupervised, feature engineering

Deep Learning

Neural networks, CNNs, sequential models

TensorFlow & Keras

Model architecture, training pipelines

PyTorch

Tensors, autograd, model experimentation

Generative AI & LLMs

Prompt engineering, AI-assisted agents

Pandas & NumPy

Data wrangling, matrix manipulation

Matplotlib & Seaborn

Data visualization, performance metrics

AI Model Evaluation

Confusion matrix, F1-score, accuracy tuning

IoT & IoMT

Hardware & Systems
ESP32 Microcontroller

GPIO, Wi-Fi/BLE, interrupt handling

Sensors & Embedded Systems

Biomedical, analog/digital sensors

Healthcare IoT (IoMT)

Vital sign tracking, real-time telemetry

IoT-based Monitoring

Remote monitoring systems

Real-time Data Acquisition

Low-latency sensor streams

RFID & Wireless Comm

Protocols, packet communication

Full-Stack Web

Production Ready
React.js & Next.js

SSR, CSR, modern hooks, responsive UI

Node.js & Express.js

Backend REST APIs, server logic

RESTful APIs

API design, JSON endpoints, error handling

MongoDB

NoSQL schemas, document storage

MySQL

Relational queries, table normalization

PHP

Server scripting, database integration

Firebase & Vercel

Hosting, auth, real-time DB, deployment

Programming Languages

Core Logic
Python

Primary language for AI, data & backend

C++

Embedded systems, OOP, data structures

JavaScript (ES6+)

Modern syntax, async/await, DOM

HTML5 & CSS3

Semantic markup, responsive layouts

Git & GitHub

Version control, branching, PRs

VS Code

Debugging, extensions, environment config

UI/UX & Design

Creative & Product
Figma

Interactive prototypes, design systems

UI/UX Design & Prototyping

User flows, mockups, micro-interactions

Wireframing & User Research

Usability testing, empathy mapping

Adobe Photoshop

Asset preparation, visual graphics

Adobe Illustrator

Vector icons, logo & diagram design

Cloud & Emerging Tech

Scalability
AI/IoT Integration

Bridging embedded sensors with ML

Edge Computing

On-device processing, reduced latency

Cloud Computing & Offloading

Heavy compute distribution

Docker & DevOps Fundamentals

Containerization, reproducible envs

Academic Honors

Honors & Merit Awards

Institutional recognition for continuous academic excellence and top-tier standing at Pak-Austria Fachhochschule (PAF-IAST).

Consecutive Dean's Honor Roll Recipient

Awarded in Spring 2024 & Fall 2024 for sustained top percentile GPA in Software Engineering.

Total Scholarship Won
PKR 120,000
Spring 2024 (4th Semester)

Dean's List of Honor Award

PKR 60,000
School of Computing Science, PAF-IAST

Recognized for outstanding academic performance, ranking among the top students in the semester cohort with a merit scholarship reward.

Fall 2024 (5th Semester)

Dean's List of Honor Award

PKR 60,000
School of Computing Science, PAF-IAST

Conducted consecutive semester of academic excellence, recognized by the Dean for consistent top-tier GPA and academic discipline.

Impact & Public Speaking

Extracurricular Activities & Leadership

Keynote and guest speaker lectures delivered at prestigious universities, technical workshops organized, and high-level project exhibitions.

6+
Keynote & Guest Talks
5
Tech Events Conducted
4
Universities Addressed
2
Conferences & Expos
Keynote & Guest Speaker

Metrix Pakistan Youth Summit (9th Edition)

COMSATS University Abbottabad
Topic:"Beyond Comfort: Turning the Impossible into Possible"

Delivered a keynote address sharing insights on resilience, technology, digital transformation, and career development for aspiring professionals.

Keynote & Guest Speaker

Khanpur Tech Summit

TMA Khanpur Hall
Topic:"From Ordinary Student To ExtraOrdinary Creators"

Invited as a Keynote Speaker contributing insights on technology, innovation ecosystems, and youth empowerment.

Keynote & Guest Speaker

Career Counseling Session

Abbottabad University of Science & Technology (AUST), Havelian
Topic:"Steps To Achieve Success in your Field"

Delivered a guest lecture guiding students on strategic steps, skill mastery, and mindset required to excel in modern technical careers.

Keynote & Guest Speaker

Career Counseling Session

Pak-Austria Fachhochschule (PAF-IAST)
Topic:"The Next Step: Transform Your Career Choice Into Success"

Spoke to university cohorts on converting academic learning into impactful technical solutions and sustainable professional success.

Keynote & Guest Speaker

Career Counseling Session

University of Engineering & Technology (UET) Taxila
Topic:"IoT And Its Applications & Challenges In Projects"

Presented practical engineering methodologies, hardware sensor integration challenges, and deployment trade-offs in IoT systems.

Keynote & Guest Speaker

Career Counseling Session

Abbottabad University of Science & Technology, Havelian
Topic:"Career Compass: Cyber Security, AI, and Cloud Computing"

Addressed undergraduates on the convergence of Artificial Intelligence, Cloud infrastructure, and modern cyber security defenses.

Lead Organizer / Host

Test App Earlier, Launch Smart

Pak-Austria Fachhochschule (PAF-IAST)

Organized and conducted a specialized technical workshop on proactive software testing, QA paradigms, and resilient deployment workflows.

Lead Organizer / Host

AI, Algorithms & Opportunities

Pak-Austria Fachhochschule (PAF-IAST)

Conducted an interactive tech session exploring modern machine learning algorithms, computational problem-solving, and career pathways in AI.

Lead Organizer / Host

Linux for Cyber Defenders: Shell Scripting

Pak-Austria Fachhochschule (PAF-IAST)

Hosted a hands-on technical workshop training students in Linux environments, Bash shell scripting, automation, and security basics.

Lead Organizer / Host

Demystify Cloud Native Observability with AWS

Pak-Austria Fachhochschule (PAF-IAST)

Conducted a cloud architecture session on cloud-native monitoring, distributed telemetry, and observability using AWS services.

Lead Organizer / Host

Exploring the Potential of IoT & Insights into Embedded Systems

Pak-Austria Fachhochschule (PAF-IAST)

Led an intensive technical event covering microcontroller architectures, sensor interfacing, and end-to-end IoT ecosystem building.

Conference & Expo

Uraan Project Exhibition

Pak-Austria Fachhochschule (PAF-IAST)

Participated in the Uraan Project Exhibition, presenting innovative technology projects and engaging with students, academic faculty, and industry professionals.

Conference & Expo

AICE AI Conference & Expo

PAF-IAST

Actively participated in the AICE AI Conference & Expo, gaining exposure to state-of-the-art emerging developments in Artificial Intelligence and applied deep learning.

Academic Endorsements

Faculty References

Distinguished professors and researchers at Pak-Austria Fachhochschule (PAF-IAST) who have supervised my academic coursework and flagship engineering research.

FYP Supervisor

Dr. Babar Nazir

Associate Professor (FYP Supervisor)
School of Computing Science
PAF-IAST, Mang, Haripur
Associate Professor

Dr. Maqbool Khan

Associate Professor
School of Computer Science
PAF-IAST, Mang, Haripur
Associate Professor

Dr. Abdul Waheed Khan

Associate Professor
School of Computing Science
PAF-IAST, Mang, Haripur
Associate Professor

Dr. Musadaq Mansoor

Associate Professor
School of Computing Science
PAF-IAST, Mang, Haripur
Get In Touch

Contact & Inquiries

Whether you have an inquiry regarding Master’s degree research opportunities, an AI/software engineering job opening, or technical collaboration, feel free to reach out directly.

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Direct line for recruiters, admission coordinators, and collaborators: +923119614327

Official Email

Professional Inbox
malikmuhammadali202@outlook.com

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School of Computing Science, Pak-Austria Fachhochschule (PAF-IAST), Mang, Haripur, KPK, Pakistan

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Official Declaration

"I hereby declare that all the particulars given by me on this curriculum vitae are to the best of my knowledge and belief, true and correct."

Place: Haripur, Pakistan
Muhammad Ali