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Mpho Mathabathe's Skills & Expertise

Throughout my journey in the tech landscape, I've been fortunate to delve into a range of domains, always learning and trying to do my best. A Reflection of the areas I've had the chance to explore:

Expertise

Backend Development: Software Application

  • Languages: Expertise in server-side programming using Python, Java, and Groovy Scripting.
  • Frameworks: Flask, Spring, React, Angular, Vue.js and Svelte.
  • Databases: Proficient in Google Firebase, SAP/4HANA AWS S3/Storage, DataStax Astra AI Vector Database - database schema design, optimization, management and mordenization.
  • APIs: Expertise in API development and microservices architecture.
  • Cloud: Experience with cloud platforms: AZURE - Microsoft Azure Fundamentals, Oracle - Foundations Associate Cloud Development Track, SAP BTP - Intergration Suite Developer (CPI), AWS - Solutions Architect Associate Track,
  • Cloud Computing: Featuring solutions for modern businesses, with prominent contributions to the Full Stack Development.

Artificial Intelligence & Machine Learning

IEEE AI Ethics Advocate

Data Science & Analysis

  • Data Handling: Expertise in data preprocessing, exploration, and visualization with Pandas, Matplotlib, and Seaborn
  • Statistics: Proficient in statistical analysis and hypothesis testing
  • Big Data: Knowledge of tools like Hadoop, Spark, and Hive
  • ETL: Experience in data extraction, transformation, and loading processes.
  • Data Science Learning Journey.

Software Security

  • Best Practices: Ensured software security in application development
  • Compliance: Knowledgeable about GDPR, HIPAA, and other compliance standards
  • Coding: Practiced encryption, hashing, and secure coding methodologies

Embedded Systems & Hardware Prototyping

  • Microcontrollers: Hands-on experience with Arduino, micro:bit, and Raspberry Pi.
  • IoT: Familiarity with IoT protocols, edge computing, and designing IoT-enabled solutions.
  • GIS (Geographical Information Systems): Entry-level understanding of spatial data, geodatabases, and GIS software tools.
  • PCB Design: Basic knowledge of PCB layout, design, and schematic capture tools.
  • Digital Logic: Understanding of digital gates, Boolean algebra, and basic combinational and sequential circuits.
  • Sensors: Experience interfacing and integrating various sensors like temperature, humidity, motion, and ultrasonic sensors.
  • Prototyping: Ability to design, prototype, and test electronic circuits and embedded solutions.

Maker & DIY Projects

  • Microcontrollers: Practical projects with Raspberry Pi, Arduino, and micro:bit for home automation, robotics, and more.
  • Sensor Devices: Designed and deployed solutions using various sensors for real-time data collection and analysis.
  • Open-source Hardware: Engaged in the maker community with contributions to open-source hardware projects and DIY kits.

Embedded Programming & Development

  • Languages: Proficient in C/C++ for microcontroller programming

Web3 & Decentralized Applications

  • Blockchain: Solid understanding of blockchain technologies and smart contracts
  • Technologies: Familiar with Ethereum, Solidity, and web3.js

Community

Open-source has been central to my growth. My contributions are best explored on Holopin.


Connect

For collaborations, or to simply connect, find me on:

The manifestation of these skills can be vividly seen in the diverse projects and commitments in my portfolio. Read Blogs and See my recent Employment History.

Mpho Mathabathe's Projects

azure-openai-aicore-cap-api-contribute icon azure-openai-aicore-cap-api-contribute

With AI Core as a proxy for Azure OpenAI Services, we are able to perform prompt engineering, e.g. to add more context in the form of (SAP) documents or to perform input validation. This repo serves as a starting point for such a raw proxy and shows how SAP BTP, AI Core can be consumed and exposed via a CAP API.

cds-pg icon cds-pg

PostgreSQL adapter for SAP CDS (CAP)

devteam icon devteam

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

droneaidcontribution icon droneaidcontribution

Aerial scout for first responders. DroneAid uses machine learning to detect calls for help on the ground placed by those in need.

embal-odk-data-collection-tool icon embal-odk-data-collection-tool

ODK Collect is an Android app for filling out forms. It's been used to collect billions of data points in challenging environments around the world. Contribute and make the world a better place! ✨📋✨

fairlearn icon fairlearn

A Python package to assess and improve fairness of machine learning models.

flaskstack icon flaskstack

This is a repo for Python framework Flask Docker Applications.

maven-survival-guide icon maven-survival-guide

Code and walkthrough for the talk "Apache Maven survival guide “Bring it on! -Mode” #no-external-tools #only-standard-plugins"

web3reactmobileapp icon web3reactmobileapp

Web3 Starter Kit for React Native+Expo ,Bootstrap your next DApp in few seconds

world-of-ai icon world-of-ai

WORLD OF AI : An open-source repository for AI-based projects 🚀, from beginner to expert level, helping contributors start their journey in Artificial Intelligence and Deep Learning. Our projects provide hands-on experience to real-world problems👨‍💻. Join our community and contribute to the development of AI-based solutions 👥.

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