Musaab Imran

I'm ML Engineer

Building scalable AI solutions that solve real-world challenges

Passionate Machine Learning Engineer with expertise in developing intelligent systems, recommendation engines, and RAG-based pipelines. I specialize in cloud-native development, LLM integration, and creating data-driven solutions that make a meaningful impact.


I'm currently working at Brain Box Automations, where I design and implement cutting-edge AI systems. My journey in technology began with cybersecurity at FAST University, but I found my true calling in the intersection of artificial intelligence and real-world problem solving.


My expertise spans across multiple domains including recommendation systems, natural language processing, computer vision, and cloud infrastructure. I've had the privilege of contributing to open-source projects through Google Summer of Code and have been recognized for enhancing security in educational platforms.


When I'm not coding, I enjoy exploring the latest developments in AI research, contributing to the tech community, and experimenting with new AI tools. I believe in the power of technology to create positive change and am always excited to work on projects that have meaningful impact.

Education

Bachelor of Science in Cybersecurity

FAST National University of Computer and Emerging Sciences

Aug 2020 – July 2024 | Islamabad Campus, Pakistan

CGPA: 3.54/4.00

Graduated with comprehensive knowledge in cybersecurity, artificial intelligence, and software development. Completed 130 credit hours covering advanced topics in network security, cryptography, machine learning, and software engineering practices.


Key Coursework:

  • Cybersecurity: Information Security, Network Security, Cryptography, Secure Software Design, Digital Forensics
  • Artificial Intelligence: AI Fundamentals, Machine Learning, Generative AI
  • Programming: Object-Oriented Programming, Data Structures, Database Systems, Web Development
  • Mathematics: Calculus, Linear Alegbra, Differential Equations, Probability & Statistics
  • Professional Skills: Technical & Business Writing, Communication & Presentation Skills

Academic Achievements:

  • Graduated with Distinction (83.10% overall)
  • Rector's List - Aug 2023 (Highest Academic Honor)
  • Dean's List - Mar 2023 (Academic Excellence Recognition)
  • Teaching Assistant for Artificial Intelligence courses
  • Active participation in coding competitions, capture the flag (CTF) challenges, and cybersecurity events

Experience

Machine Learning Engineer

Brain Box Automations

Aug 2024 – Present | Islamabad, Pakistan

  • Designed and implemented AWS Personalize Video Recommendation System supporting five distinct recommendation types
  • Built intelligent voice chatbot using VAPI, Twilio, Make.com, and Go HighLevel for automated appointment scheduling
  • Developed AI system for service priority classification using fine-tuned BERT, Phi, Qwen, & Llama models
  • Created interactive dashboard for inventory demand forecasting integrating multiple time-series models
  • Implemented RAG system for e-commerce product taxonomy with embedding-based semantic search
AWS Python LLMs RAG Time Series

Full Stack Developer

ProtectLab

Sep 2023 - Jun 2024 | Islamabad, Pakistan

PCAB, Carpool dAPP

  • Developed a decentralized carpool app, increasing user engagement and reducing average commute costs by 25%
  • Created and managed PCAB tokens for in-app transactions and established a PCAB faucet to facilitate token distribution
React.js Node.js Blockchain React Native Firebase Solidity

Teaching Assistant

FAST-NUCES, Islamabad Campus

Dec 2022 - Jul 2024 | Islamabad, Pakistan

  • Conducted assignment evaluations, offering constructive feedback to support students' academic improvement
  • Assisted 200+ students with lab tasks, assignments, and quizzes, contributing to their understanding and success
  • Helped students understand complex AI concepts and algorithms
  • Contributed to curriculum development and course material preparation
Information Security Cryptography Cybersecurity AI

Student Developer | Submitty

Google Summer of Code

May 2023 - Sep 2023 | Troy, New York, United States (Remote)

  • Performed targeted penetration tests on the open-source Submitty platform, identifying and mitigating 15 critical vulnerabilities
  • Enhanced security compliance by 40% through implementing comprehensive security measures
  • Resolved 15+ general bugs to improve the system's stability and functionality
  • Collaborated with international team of developers and security experts
PHP Web Application Security Penetration Testing PostgreSQL JavaScript Python

Student Intern

ThincsCorp

Jun 2022 - Oct 2022 | UAE (Remote)

  • Developed and implemented custom Splunk rules, enhancing network threat detection efficiency by 30%
  • Analyzed logs to identify security threats and anomalies, contributing to a 25% reduction in security incidents
  • Collaborated with the cybersecurity team to research and develop effective countermeasures for various network attack vectors
Cyberlaw Cyber Defense Splunk SIEM Cybersecurity

Content Writer

Cyber Space Legion

Dec 2021 - Jun 2022 | Islamabad, Pakistan

  • Worked as a Content Creator managing and creating social media content to boost society's visibility and engagement
  • Developed and scheduled posts, wrote captions, and optimized content strategy to increase reach and follower growth
Content Design Creative Content Creation Web Content Creation

Featured Projects

AWS Personalize Video Recommendation Engine

Comprehensive recommendation system supporting multiple recommendation types: Top Picks, Because You Watched, More Like X, Trending Now, and Most Popular. Implemented real-time user interaction tracking and automated model retraining workflows.

AWS Personalize Python Real-time Analytics MLOps

Voice-Enabled Appointment Booking System

Intelligent voice chatbot that automates appointment scheduling with natural language processing, real-time calendar integration, and multi-platform support.

VAPI Twilio NLP API Integration

AI Service Priority Classification

AI system that automatically identifies high-severity issues from support transcripts using fine-tuned transformer models, enabling prioritization of safety-critical cases.

BERT LLaMA PyTorch Text Classification

Consumption Forecast Dashboard (CCD)

Developed an interactive dashboard for inventory demand forecasting by integrating multiple time-series models (ARIMA, Prophet, TimeGPT, TimesFM). Implemented advanced smoothing and seasonal decomposition techniques (STL), and designed dynamic visualizations with evaluation metrics (MAE, RMSE, MAPE) to enhance forecast accuracy.

Time Series Prophet ARIMA Data Visualization

PCHAT, RAG-Based Security Policy Chatbot

Developed a customized chatbot using Streamlit, Chroma, and FastEmbedEmbeddings for interactive querying of ISO 27001, NIST SP 800-53, GDPR, HIPAA, PCI DSS and other security policy documents. Enabled real-time responses to user queries regarding security policies, enhancing compliance checks and policy understanding.

LangChain Chroma Streamlit RAG Security Compliance

IMU, Machine Learning-Based Intrusion Detection System

Developed machine learning URL filtering mechanisms that successfully blocked over 90% of malicious traffic, significantly enhancing system security. Implemented real-time monitoring capabilities for continuous threat detection and network security.

Python Machine Learning Cybersecurity Real-time Monitoring Intrusion Detection

Technical Skills

Programming Languages

  • Python
  • C/C++
  • Go
  • C#
  • JavaScript
  • SQL
  • MATLAB

Machine Learning & AI

  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Transformers
  • OpenCV
  • Statsmodels
  • Unsloth

Cloud Platforms

  • AWS (SageMaker, Personalize, Lambda)
  • GCP (Vertex AI, AI Studio)
  • Firebase
  • Docker
  • Terraform
  • CloudFormation

RAG & LLM Tools

  • LangChain
  • LlamaIndex
  • LangGraph
  • OpenSearch
  • Ollama
  • Haystack

Databases

  • MongoDB
  • PostgreSQL
  • MySQL
  • Chroma
  • FAISS
  • Qdrant
  • Pinecone

Development Frameworks

  • React
  • Node.js
  • FastAPI
  • Flask
  • Express.js
  • .NET

Cybersecurity & Forensics

  • Penetration Testing
  • Digital Forensics
  • Malware Analysis
  • Website Security
  • Information Security
  • Network Security
  • Cryptography
  • Reverse Engineering

Security Tools

  • Nmap, Metasploit, Burp Suite
  • Wireshark, OWASP ZAP, Snort
  • Splunk, Tenable Nessus, Nikto
  • YARA, Ghidra, IDA Pro
  • FTK Imager, EnCase Forensic
  • Autopsy, OSForensics
  • Wazuh, Zeek