Muhammad Hamza.

I design and build efficient solutions.

Full Stack Software Engineer with expertise in Data & AI and a passion for solving complex problems.

Synopsis

About Me

With a diverse skill set in full-stack development and machine learning, I bring a unique perspective to building efficient and scalable solutions. My journey includes solving complex problems and constantly evolving as a well-rounded tech professional.

Muhammad Hamza at NUST

Skills that pay the bills

Beyond my technical expertise, I excel in leadership, time management, and multitasking, developed through my experience as a software engineer and project manager. Iā€™m a team player, passionate about delivering value. Outside of work, I stay active through swimming, powerlifting and hiking, which fuel my discipline and creativity.

Research and development

One of my favorite aspects of development is planning the architecture of a project. From designing data pipelines to mapping out machine learning models, I enjoy working through every detail to ensure an effiecient solution.

  • System Design
  • Infrastructure
  • Integration
  • Security and Compliance
  • Quality Assurance
  • Deployment

Hardskills

Technical

As a creative technologist, I develop intuitive software solutions using a diverse set of tools and languages.

Polymath foundations

With a strong foundation in both design and development, I bring a unique perspective to every project and am constantly learning and evolving to stay up-to-date with the latest industry trends.

Programming Languages

Python, JavaScript, R

  • Python
  • JavaScript
  • R

Frameworks & Libraries

Django, React, TensorFlow, PyTorch

  • Django
  • React
  • TensorFlow
  • PyTorch

Data Engineering

MongoDB, PySpark, SQL, Talend, Postgresql, DataBricks

  • MongoDB
  • PySpark
  • SQL
  • Talend
  • Postgresql
  • Databricks

Technologies I love to build with

I deeply enjoy solving problems through code. From the front end all the way to the back end and the APIs in-between. No project is too challenging for me.

  • WordPress
  • WooCommerce
  • Git

Software I love to work with

With over 4 years of experience building software products, I have a deep and intuitive understanding of how the interfaces of the best software products in the world are designed. This is just some of the software I have used over that time.

  • Figma
  • VSCode
  • Postman
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Career

Experience

I have extensive experience in software engineering, data science, and machine learning, contributing to various projects across multiple industries.

Data Gurus Pvt Ltd

Permanent Full-time

Oct 2022 ā€“ Present

Frankfurt, Germany (Remote)

Data Gurus Pvt Ltd is a data-driven company that focuses on delivering advanced data solutions. I spearheaded data science projects, handled big data, and developed scalable data infrastructures and machine learning models.

Data Engineer

Oct 2022 - Present

Managed a scalable data infrastructure, integrating data lakes and warehouses with PySpark, DataBricks, and PostgreSQL, and developed ETL pipelines for optimized data flow. Spearheaded data projects focused on solar panels and vending machines, reducing latency by 30%.

Some key projects completed during this time šŸ‘‡

  • Developed interactive dashboards using Dash and Streamlit in Python for data visualizationEnhanced data insights by 25%
  • Managed fault prediction and anomaly detection models for electric company devices, improving monitoringReduced device failure rates by 40%
  • Integrated RAG and LLM technologies to enhance AI-driven projects and processesImproved data processing efficiency by 35%
  • Python
  • SQL
  • Apache Spark
  • AWS
  • DataBricks
  • Docker

Software Engineer

Jun 2021 - Oct 2022

Optimized backend systems written in Python and Java, leading to increased performance and reliability. Designed and maintained core databases, including Postgres, SQL, and MongoDB, for handling large-scale data.

Some key projects completed during this time šŸ‘‡

  • Engineered scalable data infrastructure using PySpark and DataBricksAchieved a 40% reduction in data processing time
  • Implemented CI/CD tools and managed AWS services such as EC2, EBS, and S3Reduced deployment times by 50%
  • Collaborated with senior developers to integrate machine learning modelsImproved model integration accuracy by 15%
  • Python
  • JavaScript
  • Django
  • React
  • NodeJS
  • AWS
  • Azure
  • MongoDB

Pay Analog LTD

Technical Project Manager

May 2022 ā€“ Oct 2022

UAE (Remote)

Led integration and enhancement of multiple modules, including EPRS, Airalo, Kiwi API, and Netflix. Directed UI, Frontend, and Backend development, managed API integration, and implemented DevOps practices, driving SaaS product expansion.

Cyfer Solutions

Python Developer

July 2021 ā€“ Feb 2022

Islamabad, Pakistan

Developed web applications using Django for backend and React for frontend. Applied machine learning techniques to deliver impactful data insights and developed web scraping automation tools to enhance data acquisition.

Graysol LLC

Project Manager

Aug 2019 ā€“ Present

Islamabad, Pakistan

Managed a team of software developers, overseeing the entire software development life cycle from lead generation to project delivery. Contributed to Web and Data Science projects, delivering solutions to over 30 US businesses.

Neuro Informatics Research Lab

EE Research Assistant

June 2021 ā€“ Jan 2022

Islamabad, Pakistan

Worked on a project funded by HEC, developing and testing hardware to collect EEG signals from the human brain. Published a research paper in IEEE and applied knowledge of Digital Signal Processing and Machine Learning.

Background

Education

My academic journey has been rooted in engineering and mathematics, providing a robust foundation for my career in data science and machine learning. I supplemented this with specialized coursework to build a comprehensive skill set.

Hamza at Powerlifting Meet

Technical Foundations

My degree in Electrical Engineering and Computer Science from NUST equipped me with a deep understanding of engineering principles, mathematics, and computer science. This strong foundation allows me to approach complex problems with analytical and technical rigor.

Relevant Coursework

Relevant coursework includes subjects that played a key role in shaping my skills and knowledge in data science, machine learning, and software engineering.

  • Signal Processing
  • Machine Learning
  • Computer Vision
  • Data Science
  • Data Structures & Algorithms (DSA)
  • Object-Oriented Programming (OOP)

Milestones

Achievements

These accomplishments highlight my dedication and expertise in machine learning, data science, and research.

Hamza Receiving Awards

Key Achievements

Throughout my career, I have achieved significant milestones that reflect my commitment to excellence in the fields of machine learning, data science, and research.

Professional Achievements

These achievements highlight my contributions to impactful projects and my pursuit of innovation in technology.

  • First Position in Final Year Project - CureMD
  • HEC Funded Research Project
  • Published Research Paper in IEEE

Passion

Area of Interest

I'm passionate about leveraging emerging AI technologies to tackle real-world challenges.

Generative AI

Crafting models that generate text, images, and data insights.

Natural Language Processing

Developing systems that understand and respond to human language.

Computer Vision

Enabling machines to interpret and process visual information.

Data Engineering & Analysis

Designing data pipelines and turning raw data into clear insights.

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