Summary
Overview
Work history
Education
Skills
PROJECTS
Certification
Languages
Timeline
Generic

Muhammad Sehel Khan

Greenford,Middlesex

Summary

Accomplished professional with expertise in software development, data science, and DevOps. Proficient in Python, C++, SQL, and C#, with extensive experience in using frameworks such as ASP.NET MVC and tools like Docker and Jenkins. Skilled in deploying cloud solutions on AWS and implementing CI/CD pipelines using Infrastructure as Code. Adept at statistical analysis, model evaluation, and hyper parameter tuning with TensorFlow and Scikit-learn. Committed to leveraging technical skills to drive innovation and efficiency in data-driven projects while maintaining effective stakeholder communication.

Overview

1
1
year of professional experience
5
5
years of post-secondary education
1
1
Certification

Work history

DevOps Engineer (Full-time)

Eurus Technology
Islamabad
07.2023 - 12.2023
  • Automated infrastructure provisioning using Ansible, Terraform, CloudFormation, Docker, and AWS ECS.
  • Designed and implemented continuous integration and continuous deployment (CI/CD) pipelines using GitHub Actions and Jenkins, reducing deployment time by 30%.
  • Developed Infrastructure as Code (IaC) to standardise deployments, reduce errors, and improve operational efficiency.
  • Collaborated with developers and operations teams in an Agile environment to meet project milestones.
  • Deployed Amazon Web Services solutions for a scalable cloud computing environment.

Mobile app developer Internship

Mission-Critical Communication LLC
07.2022 - 09.2022
  • Developed Flutter mobile applications with a focus on responsive UI and API integration.
  • Improved app usability by refining UI components and enhancing user engagement metrics.
  • Worked in cross-functional teams, ensuring delivery aligned with stakeholder requirements.
  • Utilised APIs to connect mobile apps with external data resources.

Software Development Intern

Orient Energy Systems Pvt. Ltd.
Karachi
07.2022 - 08.2022
  • Built a full-stack CRUD web application using ASP.NET MVC, C#, and SQL Server, improving data entry efficiency.
  • Enhanced Salesforce Mobile and Web apps with features such as dark mode and auto-sync, improving user experience.
  • Optimised performance using background services and timers to reduce application load times.
  • Managed the debugging process to troubleshoot and resolve issues quickly.

Education

Master's - Data Science

University of the West of England
Bristol
01.2024 - 02.2025

Bachelor of Science - Computer Engineering

Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
Pakistan
08.2019 - 07.2023

Skills

  • Languages: Python, C, SQL, C#
  • Data Science & ML: Pandas, NumPy, Matplotlib, TensorFlow, Scikit-learn, Plotly, YOLOv5, model evaluation, hyperparameter tuning, statistical analysis
  • DevOps & Cloud: AWS (EC2, S3, ECS, CloudFormation), Docker, Jenkins, Terraform, Ansible, CI/CD, Infrastructure as Code (IaC), Linux (Ubuntu)
  • Frameworks & Tools: ASPNET MVC, Streamlit, React Native, Flutter, REST APIs, Git, GitHub Actions
  • Other: ETL pipelines, data preprocessing, Agile methodologies, stakeholder communication, problem-solving

PROJECTS

Pakistan Smart Tourism App: Final Year Project

  • Developed a system integrating Computer Vision and Machine Learning to monitor tourist traffic in Northern Pakistan.
  • Utilised YOLOv5 for object detection to analyse traffic patterns, funded by KPK CTA.
  • Technologies: Python, TensorFlow, React Native, Machine Learning.

Mental Health Chatbot: Interdisciplinary Group Project

  • Filtered and preprocessed data to meet model requirements (cleaning, normalisation, feature extraction).
  • Trained a Feed-Forward Neural Network (FFNN) using Python and TensorFlow
  • Integrated chatbot with a responsive front-end using HTML, CSS, and JavaScript

Motor Vehicle Collision Dashboard: Data Science

  • Created an interactive web app visualising New York City's motor vehicle collision Data.
  • The app offered insights into Collision patterns, using Python, Streamlit, and Plotly for Data visualisation.
  • Technologies: Python, Numpy, Pandas, Streamlit, Plotly.


Certification

  • 4× Dean's Honour List
  • Python for everybody
  • Python Data Structures
  • Using Python to Access Web Data
  • Deloitte Australia - Data Analytics Job Simulation

Languages

English
Upper intermediate
Urdu
Advanced
Hindi
Advanced

Timeline

Master's - Data Science

University of the West of England
01.2024 - 02.2025

DevOps Engineer (Full-time)

Eurus Technology
07.2023 - 12.2023

Mobile app developer Internship

Mission-Critical Communication LLC
07.2022 - 09.2022

Software Development Intern

Orient Energy Systems Pvt. Ltd.
07.2022 - 08.2022

Bachelor of Science - Computer Engineering

Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
08.2019 - 07.2023
Muhammad Sehel Khan