Bayt.com

Submitting more applications increases your chances of landing a job.

Here’s how busy the average job seeker was last month:

Opportunities viewed

Applications submitted

Keep exploring and applying to maximize your chances!

Looking for employers with a proven track record of hiring women?

Click here to explore opportunities now!
We Value Your Feedback

You are invited to participate in a survey designed to help researchers understand how best to match workers to the types of jobs they are searching for

Would You Be Likely to Participate?

If selected, we will contact you via email with further instructions and details about your participation.

You will receive a $7 payout for answering the survey.


User unblocked successfully
Muhammad Khan, Lead Software Engineer & Technical Consultant

Muhammad Khan

Lead Software Engineer & Technical Consultant·HG Enterprises

United Arab Emirates

Bachelor's degree, BSc (Hons) Computer Science with Foundation Year

Work experience

Total years of experience: 5 years, 9 months

Lead Software Engineer & Technical Consultant

January 2025 - Present

HG Enterprises

Lahore, Pakistan

January 2025 - Present

© olla System Architectures es en -end Stare Desiopment Ue Cyc (SOLE) freer business lors, mansgin requments gathering, str design,
oopment, eso, deplsment, and matenenes wie week ie RE
+ Backend Peformance Engineering: Delve roduc ese plato chien
50 Google PageSpeed sore rough danced database query cptinizatn, tlient
Cochin rte, synchro recs, and CONinegraton
+ Scalable Web Suions: plemented enterprise
rad plato sing WerdSres, AF, vaSrip ith comprehensive tabs desig MySQL), RETR AP ntegrton, and
puss—
+ Security Compliance: frameworks, jection eeveton, JSS protection, CS tokens
© Dhl nastructun Management snags im incdnt ching database nd igs suvelance nfs ensuring dota integrity, egultony camplinc, and

+ Process Automaton: Deelopd aomatd reporting works and dts riven operations improvements creasing een by 30%
Company industry:
Retail & Wholesale
Job role:
Information Technology

Lead Quantitative Systems Engineer

August 2024 - Present

Independent Consultant

London, United Kingdom

August 2024 - Present

Algorithmic Trading Infrastructure: Engineered multi-strategy automated execution system implementing Mean Reversion, Momentum Arbitrage, Market Making, and High-Frequency Trading strategies with real-time execution via RPC nodes and Telegram Bot API integration, processing sub-second latency signals across cryptocurrency markets.

Enterprise Risk Framework: Developed comprehensive risk management architecture featuring dynamic Sharpe ratio optimization, Value-at-Risk (VaR) calculations using historical and Monte Carlo methods, maximum drawdown controls, and adaptive position sizing algorithms—reducing portfolio volatility exposure by 40% during high-volatility periods.

Quantitative Research & Validation: Built advanced backtesting engine incorporating Monte Carlo simulation (10, 000+ iterations), walk-forward analysis, and out-of-sample validation achieving 85% signal accuracy on 3+ years of historical cryptocurrency data with rigorous error minimization.

Financial Data Analytics Platform: Architected real-time analytics infrastructure using Python (Pandas, NumPy, SciPy), Streamlit, and PostgreSQL for cryptocurrency signal analysis with automated quantitative workflows, comprehensive risk metrics visualization, and performance tracking—reducing manual analysis time by 80%.

Production System Reliability: Maintained 99.9% uptime through database optimization, proactive monitoring, security hardening (SQL injection prevention, input validation), and robust error handling.
Company industry:
Financial Services
Job role:
Finance and Investment

Security Operations Officer

August 2023 - September 2024

Professional Security LTD

London, United Kingdom

August 2023 - September 2024

Managed security operations including surveillance systems, access control, and incident documentation in professional UK environment.

RESPONSIBILITIES:
- Monitored digital surveillance infrastructure with real-time incident tracking
- Operated CCTV systems, access control platforms, and alarm monitoring software
- Maintained comprehensive incident reporting database for compliance
- Implemented security protocols and access verification procedures
- Generated detailed reports on security events and operational metrics

TRANSFERABLE IT SKILLS:
Systems monitoring & pattern recognition (applicable to cybersecurity, log analysis)
Database management & systematic documentation (relevant to data administration)
Analytical thinking & incident analysis (valuable for debugging, troubleshooting)
Technology proficiency with complex digital systems
Attention to detail & accountability in high-stakes environment
Clear communication with diverse stakeholders

Demonstrated reliability, professional maturity, and technical aptitude in demanding UK workplace.
Company industry:
Private Security Services
Job role:
Security

Operations Coordinator & Team Supervisor

September 2020 - November 2023

The Acai Girls LTD

London, United Kingdom

September 2020 - November 2023

Supervised kitchen operations and coordinated team workflow in high-volume food service environment while completing full-time Computer Science degree.

KEY ACHIEVEMENTS:
- Optimized workflow processes, improving efficiency by 25%
- Supervised team operations during peak hours ensuring smooth service delivery
- Managed inventory control systems and resource allocation
- Maintained quality standards and 100% health inspection compliance
- Trained new team members on procedures and standards

TRANSFERABLE SKILLS FOR IT:
Project coordination & deadline management (agile team environments)
Process optimization (code optimization, system performance tuning)
Quality control & error prevention (code review, testing, QA)
Team collaboration & communication (development teams, client interactions)
Time management (managing multiple projects simultaneously)
Problem-solving under pressure (debugging, incident response)

Successfully balanced 20+ hours/week work with full-time studies, demonstrating exceptional time management, work ethic, and commitment.
Company industry:
Catering, Food Service, & Restaurant
Job role:
Hospitality and Tourism

Education

Roehampton University

September 2024

September 2024

Bachelor's degree, BSc (Hons) Computer Science with Foundation Year

United Kingdom

GPA (percentage): 60%

GPA (percentage): 60%

Completed a comprehensive 4-year British Honours degree program, including a Foundation Year that solidified core technical and academic competencies. Developed advanced expertise in Software Engineering, Cloud Computing, and Data Systems. Final Year Project (Capstone): Automated Multi-Source Recruitment & Data Aggregator. * Designed and built a scalable ETL pipeline using Python to scrape and normalize job data from multiple platforms into a single interface. Implemented candidate-employer matching logic to solve real-world recruitment inefficiencies. Core Modules: Data Structures & Algorithms, Software Development Life Cycle (SDLC), Database Modeling (SQL/NoSQL), Cloud & Data Engineering, and Professional Practice in Technology. Advanced Mathematics: Applied Statistics and Calculus (leveraging a background in Economics) for data analysis and algorithm optimization. Technical Environment: Extensive use of Git/GitHub for version control, Docker for containerization, and Agile/Scrum methodologies for project management.
View attachment

BUITEMS (Balochistan University of Information Technology, Engineering and Management Sciences)

June 2019

June 2019

Bachelor's degree, 1 Year of BSc Economics (Completed 2 Semesters)

Pakistan

GPA (point): 3.6 out of 4

GPA (point): 3.6 out of 4

Completed foundation coursework in Economic Theory and Mathematics. Gained a strong quantitative background that I now apply to FinTech and Data Science projects. Quantitative Analysis: Statistical methods and advanced calculus used in financial modeling. Analytical Thinking: Understanding market behaviors, which directly informs my current work in algorithmic trading tools and signal backtesting.

Skills

Web Development
Expert
Web Development
Expert
Software Engineering
Expert
Software Engineering
Expert
Cyber Security
Expert
Cyber Security
Expert
DevOps
Expert
DevOps
Expert
Machine Learning
Expert
Machine Learning
Expert
JavaScript
Intermediate
JavaScript
Intermediate
COMPUTER SCIENCE
Intermediate
COMPUTER SCIENCE
Intermediate
COMPUTER PROGRAMMING
Intermediate
COMPUTER PROGRAMMING
Intermediate
DOCKER SOFTWARE
Intermediate
DOCKER SOFTWARE
Intermediate
ECONOMICS
Intermediate
ECONOMICS
Intermediate
KUBERNETES
Intermediate
KUBERNETES
Intermediate
NUMPY PYTHON PACKAGE
Intermediate
NUMPY PYTHON PACKAGE
Intermediate
PANDAS PYTHON PACKAGE
Intermediate
PANDAS PYTHON PACKAGE
Intermediate
PYTHON PROGRAMMING LANGUAGE
Intermediate
PYTHON PROGRAMMING LANGUAGE
Intermediate
SCIPY
Intermediate
SCIPY
Intermediate
SQL OPTIMIZATION
Intermediate
SQL OPTIMIZATION
Intermediate
HTML SCRIPTING
Intermediate
HTML SCRIPTING
Intermediate
SOFTWARE DEVELOPMENT
Intermediate
SOFTWARE DEVELOPMENT
Intermediate
WEB DEVELOPMENT
Intermediate
WEB DEVELOPMENT
Intermediate
SQL
Expert
SQL
Expert
Software Testing
Intermediate
Software Testing
Intermediate
Natural Language Processing
Beginner
Natural Language Processing
Beginner
Machine Learning
Intermediate
Machine Learning
Intermediate
COMPUTER PROGRAMMING
Expert
COMPUTER PROGRAMMING
Expert
AWS
Intermediate
AWS
Intermediate
JAVA , Javascript
Intermediate
JAVA , Javascript
Intermediate
Data Analysis
Expert
Data Analysis
Expert
Oracle
Intermediate
Oracle
Intermediate
IT Project Management
Expert
IT Project Management
Expert
Git
Intermediate
Git
Intermediate
ASP.NET
Intermediate
ASP.NET
Intermediate
Linux
Intermediate
Linux
Intermediate
Kubernetes
Intermediate
Kubernetes
Intermediate
Management
Expert
Management
Expert
Python
Expert
Python
Expert
Project Management
Intermediate
Project Management
Intermediate
MySQL
Expert
MySQL
Expert
Data Modeling
Intermediate
Data Modeling
Intermediate
Windows Azure
Intermediate
Windows Azure
Intermediate
Cloud Computing
Intermediate
Cloud Computing
Intermediate
DevOps
Intermediate
DevOps
Intermediate
Automation
Intermediate
Automation
Intermediate
Java
Expert
Java
Expert
Front end Development
Intermediate
Front end Development
Intermediate
Backend
Expert
Backend
Expert
SQL Server
Expert
SQL Server
Expert
IT Infrastructure
Beginner
IT Infrastructure
Beginner
Microsoft Excel
Expert
Microsoft Excel
Expert
.NET
Intermediate
.NET
Intermediate
Software Engineering
Intermediate
Software Engineering
Intermediate
Artificial Intelligence
Beginner
Artificial Intelligence
Beginner
Docker
Intermediate
Docker
Intermediate
Financial System Implementation
Intermediate
Financial System Implementation
Intermediate
Quantitative Finance
Beginner
Quantitative Finance
Beginner
Data Structures & Algorithms
Intermediate
Data Structures & Algorithms
Intermediate
OOP
Intermediate
OOP
Intermediate
DBMS
Intermediate
DBMS
Intermediate
SDLC
Beginner
SDLC
Beginner
Discrete Mathematics
Intermediate
Discrete Mathematics
Intermediate
Django
Intermediate
Django
Intermediate
Web Scraping
Expert
Web Scraping
Expert
Microsoft Office
Expert
Microsoft Office
Expert
C#
Intermediate
C#
Intermediate

Languages

English
Expert
Urdu
Native Speaker
Hindi
Expert
Pushto
Native Speaker
Persian
Beginner

Training and Certifications

Certifications
Cloud Dstabase Mansgement
Quantitative Anis. Fino Modeling ~ ITEMS
Advanced Full tack Development & Dats Eninerig
Training
Quantitative Analysis & Financial Modeling
BUITEMS / University of Roehampton
Aug 2019
Advanced Full-Stack Development & Data Engineering
University of Roehampton
Sep 2020

Hobbies

  • Driving
  • Cricket
    university cricket champ