⚡ Problem-Solver | 💡 Fast Learner | 🎯 Action-Oriented | 🚀 Result-Driven | 🧠 Tech-Savvy | 💼 Business-Minded
💫 My AI Journey
💼 I started my career in the business world, where I saw firsthand how technology could transform operations 📊⚡. That experience sparked my curiosity—and combined with my love for problem-solving 🧩—led me to enter the software engineering industry in 2021.
💡 I wanted to be able to design, build and deploy real-world solutions whenever I see the needs. So I joined a tech startup as a full-stack software developer 🚀, where I worked on scalable, data-heavy applications for government agencies 🏛️📍. The work was challenging, but it sharpened my technical skills and taught me how to solve complex issues—perfect preparation for my career in the tech industry.
Skillset
🎓 Academic Background
Bachelor of Arts (Hons) in Economic & Social Studies – Business Studies & Economics
The University of Manchester, UK · Class of 2017 · Second Class Honours, Division One
Courses that helped me think about value, competition, and organizational decision-making.
- BMAN 24141 – Critical Perspectives in Strategy
- BMAN 24132 – International Business Strategy
- BMAN 33000 – International Business Analysis Project
- BMAN 30042 – Human Resource Management
- ECON 30821 – Business Economics II
- ECON 20341 – Business Economics IA
- ECON 20342 – Business Economics IB
🧠 Skills Gained: Strategic thinking, organizational analysis, market forces, competitive landscape, business models.
Understanding how people, companies, and economies behave. Gold for PMs working with AI for pricing, demand prediction, etc.
- ECON 10081 – The UK Economy – Microeconomics
- ECON 10082 – The UK Economy – Macroeconomics
- ECON 20351 – Microeconomics IIA
- ECON 20352 – Microeconomics IIB
- ECON 20401 – Macroeconomics IIA
- ECON 20402 – Macroeconomics IIB
- ECON 30451 – Development Economics IIIA
- ECON 32142 – Development Economics IIIB
- ECON 32191 – International Trade and Policy
🧠 Skills Gained: Economic modeling, forecasting, market analysis, impact evaluation, policy understanding.
Courses that helped me read the financial health of an organization or project—a must for PMs deciding on pricing, prioritization, or funding.
- BMAN 10621 – Fundamentals of Financial Reporting A
- BMAN 10632 – Fundamentals of Management Accounting
- BMAN 21040 – Intermediate Management Accounting
- ECON 30852 – Money, Banking & Financial Markets
🧠 Skills Gained: Cost-benefit analysis, resource allocation, financial planning, interpreting economic indicators.
This can be my secret weapon as an AI PM — knowing how to measure, test, and make data-driven decisions.
- ECON 10071 – Advanced Mathematics
- ECON 10072 – Advanced Statistics
- SOST 30012 – Theory & Method in Demography
🧠 Skills Gained: Data literacy, statistical analysis, quantitative reasoning, user segmentation, A/B testing foundations.
Courses that shaped how I collaborate, communicate, and navigate organizations as a product leader.
- UCOL 20031 – Leadership in Action (Online Unit)
- POLI 10502 – Politics of the Global Economy
- POLI 10201 – Introduction to Comparative Politics
- SOCY 10441 – Media, Culture & Society I
- ULAR 10012 – Beginners’ Arabic
- BMAN 30042 – Human Resource Management
🧠 Skills Gained: Cross-functional communication, cultural empathy, stakeholder management, leadership mindset.
Understanding users, markets, and messaging — crucial for designing AI products that people actually want and use.
- BMAN 30021 – Marketing
🧠 Skills Gained: User segmentation, customer journey mapping, value proposition design, go-to-market strategy.
🧩 Applied Capabilities – Bridging Business, Data, and Technology
- Adaptability - quickly learn new tools and adapt to different environments
- Software Development Lifecycle (SDLC)
- Agile & Scrum Methodologies
- Web Development (Frontend + Backend)
- API Integration & Design
- AI Literacy & Application
- Prompt Engineering
- Problem-Solving & Critical Thinking
⚙️ Tools I’ve used in real-world software engineering projects
💡 I’m a fast and intentional learner — I pick up the tools needed to deliver results, not just to add another badge. This abilities help me to adapt quickly to project demands and ship solutions that work.
Used to build full-stack apps, REST APIs, and automate workflows.
- Python
- HTML
- CSS
- JavaScript
- TypeScript
- PHP
- SQL
Power the logic layer and connect frontend with databases.
- Django
- Flask
- Laravel
- Node.js
- Express.js
Built responsive UIs with.
- Angular
- Ionic Framework
- jQuery
- Bootstrap
Used for building chatbots, image captioning, and NLP tasks.
- IBM Watson NLP, STT & TTS
- Watsonx Flan-UL2 Model
- Meta LLaMA 2
- Hugging Face Transformers
- OpenAI Whisper
- LangChain
- Retrieval-Augmented Generation (RAG)
For data preprocessing and scraping.
- Pandas
- NumPy
- Web Scraping
Help visualize and process map-based data for geospatial systems.
- GeoServer
- GeoNode
- MapStore
- PostGIS
- PostgreSQL
Deploy and manage projects smoothly in real-world production environments.
- Docker
- Git
- JIRA
