const role = "AI / Machine Learning Engineer";

Muhammad
Sirosh

BSc (Hons) Computer Science — First Class Honours | Aspiring AI/Machine Learning Engineer

First-Class BSc (Hons) Computer Science graduate specialising in applied artificial intelligence and machine learning. Experienced in the architectural design, training, and integration of complex models and autonomous agents. Proficient in building elegant backend systems and robust APIs to support heavy compute workloads. Seeking a specialized AI Engineering role dedicated to advancing intelligent software solutions.

01 / Technical_Skills

>>> import skills as superpowers

Technical Skills

// LANGUAGES

  • Python
  • C++
  • C#
  • Dart
  • TypeScript/JavaScript
  • Java
  • SQL
  • HTML

// AI / MACHINE LEARNING

  • Agents & Automation
  • AI Model Training
  • LLM API Integration
  • Applied NLP
  • RAG Concepts
  • TensorFlow/PyTorch Fundamentals
  • Model Evaluation & Dashboarding

// FRAMEWORKS & PLATFORMS

  • PyTorch
  • TensorFlow/Keras
  • JAX
  • LlamaIndex
  • CrewAI
  • Pydantic AI
  • Flutter
  • React
  • Node.js
  • REST API

// SYSTEMS & PERFORMANCE

  • Multithreading & Thread Pools
  • Cache Tiling
  • Flat Memory Layouts
  • Profiling & Benchmarking

// TOOLING

  • Git/GitHub
  • Docker
  • CI/CD Fundamentals
  • Agile/Scrum
  • Matplotlib/Data Visualisation

02 / Experience

$ git log --career --reverse

Experience

commit 5peedy1 · Feb 2025 — May 2026

Software Development Intern @ Speedy Leads

  • +Built an internal AI agent that automated lead response generation and qualification, drafting replies automatically and cutting manual review time for the team.
  • +Collaborated within Agile sprints and used Git for version control while coding, debugging and testing internal systems.

commit m3nt0r2 · Dec 2023 — Aug 2024

Teacher / Programming Mentor @ Independent

  • +Supported students in programming and project guidance, strengthening leadership and communication skills through direct teaching.

03 / Projects

>>> projects.sort(key=lambda p: p.fun, reverse=True)

Projects

2026

Momentum To-Do List

Built a task management application with a focus on momentum and productivity tracking.

  • React
  • Productivity
2025 — 2026

Synapse — AI-Powered Learning Companion

Designed and built a cross-platform mobile app tackling student procrastination through AI-generated personalised learning routes, using the Gemini API for adaptive content generation.

  • Flutter
  • Firebase
  • Firestore
  • Gemini API
  • Dart
2024 — 202592% avg. accuracy

Pneumonia Diagnosis Model

Trained a convolutional neural network on chest X-ray scans to diagnose pneumonia, deliberately minimising training cost and inference time versus heavier baseline architectures.

  • Python
  • CNN/Transfer Learning
  • Image Classification
2025 — 2026

High-Performance Matrix Operations Engine

Parallelised compute-heavy operations with a custom ThreadPool implementation, profiling before/after to validate performance gains and guide further tuning.

  • C++
  • Multithreading
  • Cache Optimisation
  • Profiling
2024 — 2025

Full-Stack Social Media Platform

Led a team in designing and building a full-stack social media platform, using Laravel for the backend, React for the front-end, and Tailwind CSS for a responsive, custom UI.

  • Laravel
  • React
  • Tailwind CSS
2026

Hiking App with Automated Emergency Messaging

Built a hiking companion app end to end, including an emergency SOS feature that automatically sends the user's live GPS location to a pre-set emergency contact at the press of a single button.

  • .NET MAUI
  • Location Services
2026

Fitness App

Led development of a cross-platform fitness tracking application built with .NET MAUI, taking ownership of core architecture and feature delivery.

  • .NET MAUI
  • C#
202483 pages

AI Mastery Book

Authored an 83-page technical publication covering LLMs, AI agents, automation, ML foundations and the open-source AI ecosystem.

  • Technical Writing
  • LLMs
  • AI Agents

04 / Education_&_Certifications

>>> assert honours == "First Class" # holds

Education & Certifications

2023 — 2026# university

BSc (Hons) Computer Science — First Class Honours

Manchester Metropolitan University

Dissertation: "Synapse: An AI-Powered Gamified Mobile Platform to Combat Student Procrastination".

  • First Class
  • AI Dissertation
  • 3 Years
2022# high school

International Foundation Year

INTO Manchester

Further Mathematics — A*, Mathematics — A*, Physics — A.

  • Further Maths A*
  • Maths A*
  • Physics A
~/Certifications — bash

$ pip install --user certifications

Successfully installed google-cloud-genai-ml

Google Cloud — Introduction to Generative AI & Machine Learning

Successfully installed aws-ml-foundations

AWS — Machine Learning Foundations

$ certifications --verify✓ all valid

$ ./say_hello.sh

Get in touch

Open to AI/ML engineering roles and interesting collaborations. Drop a message and I'll get back to you.