SYS_INITIALIZED // TSAKANE OS v2.4

Information Systems // AI Engineering // Data Operations

TSAKANE SITHOLE

BCom Honours in Information Systems graduate from Midlands State University with real-world experience supporting digital channels and merchant services at Metbank. Building intelligent automation, data analytics, and resilient IT infrastructure.

Python
Next.js & React
SQL & Data
Cybersecurity
Linux & Cloud
AI & LLMs
BCom Honours (MSU)
Metbank Digital Operations
AI Voice & Offline Systems
Zimbabwean Domain Verified

Academic Qualification

BCom Honours

Information Systems, MSU (2021–2025)

Industry Experience

Metbank Limited

Digital Banking (Feb 2024–Jan 2025)

Engineering Focus

5+ Systems & Labs

AI, Offline-First & Security

Career Readiness

ICT & Systems Roles

Graduate Trainee / Analyst

01 // PROFILE & BACKGROUND

Professional Biography

Bridging Information Systems management, IT support, and modern AI automation to build practical enterprise solutions.

I am an Information Systems graduate from Midlands State University holding a Bachelor of Commerce Honours degree, with practical industry experience gained in Digital Banking and Merchant Services at Metbank.

My professional focus lies at the intersection of IT systems support, systems administration, data analytics, cybersecurity, and artificial intelligence. Having supported live banking channels and POS merchant terminals, I understand the critical balance between system uptime, data security, and seamless user experience.

I actively build practical software systems—ranging from FRIDAY (a voice-activated AI automation engine) to DzidzaAI (an offline-first learning platform for low-connectivity primary schools) and campus incident reporting platforms.

Academic Qualification

BCom Honours in Information Systems

Enterprise Experience

Digital Banking & Merchant Services (Metbank)

Information Systems & IT Support

Operational management of digital services, hardware and software troubleshooting, user account administration, and service continuity.

Digital Banking & Merchant Services

Hands-on exposure at Metbank supporting digital channels, POS merchant terminals, transaction monitoring, and Kubernetes-managed service restarts.

Data Analytics & Databases

Formulating SQL queries, synthesizing operational datasets, data cleaning, and creating analytical dashboards to track transaction volumes.

AI & Automation Engineering

Developing voice assistants (FRIDAY), offline-first educational systems (DzidzaAI), and automating repetitive operational workflows.

02 // TRACK RECORD

Experience & Education

Industry experience in digital financial channels and formal academic background in Information Systems.

Digital Banking & Merchant Services Officer

Metbank Limited • Harare, Zimbabwe

Reporting to: Head of Digital Banking & Head of IT

Feb 2024 – Jan 2025

Provided front-line technical and operational support across core digital banking platforms and POS merchant infrastructure, ensuring high availability and seamless customer transactions.

Key Responsibilities & Contributions:

  • Supported digital banking operations, mobile channels, internet banking portals, and electronic transaction processing.
  • Assisted with monitoring and restarting Kubernetes-managed services to maintain service availability and resolve connectivity faults.
  • Troubleshot Point of Sale (POS) merchant terminals, network communication issues, and transactional reconciliation anomalies.
  • Maintained strict adherence to banking operational security, audit logs, and data integrity procedures.
Kubernetes MonitoringPOS OperationsDigital ChannelsSystem AvailabilityNetwork Troubleshooting

BCom Honours in Information Systems

Midlands State University (MSU)

Faculty of Business Sciences

2021 – 2025

Four-year comprehensive degree (Faculty of Business Sciences) covering enterprise database architectures, systems analysis, cyber risk governance, data analytics, and software project management.

Key Academic Coursework & Focus Areas:

Database Management Systems
Systems Analysis & Design
Information Security & Risk
Business Intelligence & Analytics
Computer Networks & Protocols
Software Project Management
Enterprise Architecture
Applied Research & Systems Dev

Target Career Pathways:

Equipped to excel in ICT Graduate Trainee schemes, Systems Support Engineering, Data & BI Analysis, Junior DevOps/Cloud Administration, and Cybersecurity Operations.

03 // FEATURED WORK

Systems & Case Studies

Detailed engineering case studies walking through real-world problems, technical architecture, and verified outcomes.

SYS_01 // FRIDAYIn Development

FRIDAY — Intelligent Voice Assistant & Automation Engine

A multimodal personal AI assistant combining local speech recognition, LLM reasoning, text-to-speech synthesis, and OS-level system automation tools.

PythonLLM IntegrationSpeech RecognitionAutomation
SYS_02 // DZIDZAProduction Prototype

DzidzaAI — Offline-First Multilingual Primary Learning Platform

An accessible educational platform designed for primary learners in low-bandwidth and offline environments, featuring multilingual assistance in English, Shona, and Ndebele.

Offline-FirstSQLite SyncMultilingual AIPWA
SYS_03 // SAFE_CAMPUSSystem Proposed

Campus Safety & Incident Alert System

A proposed mobile-first incident reporting and emergency alert framework for Midlands State University, featuring location sharing and administrative role escalation.

Systems AnalysisIncident ResponseRole EscalationSecurity
SYS_04 // BANK_OPSProduction Prototype

Banking Operations & POS Analytics Dashboard

An analytical dashboard and SQL pipeline modeling digital banking transaction throughput, merchant POS terminal availability, failure rates, and settlement reconciliation.

SQL AnalyticsData VisualizationDigital BankingPOS Monitoring
SYS_05 // SEC_OPSProduction Prototype

Kubernetes Service Operations & Defensive Security Labs

Documented labs and monitoring scripts reflecting hands-on systems administration: Kubernetes pod health tracking, controlled service restarts, network routing, and access controls.

KubernetesLinuxNetwork TroubleshootingAccess Control
SYS_06 // AEGIS_BTCProduction Prototype

aegisBTC — Algorithmic & Crypto Trading Automation Engine

A quantitative trading automation framework in Python and MT5 designed for automated order execution, crypto market arbitrage, trailing stop risk management, and backtesting.

PythonQuantitative FinanceCrypto ArbitrageMT5 Automation
04 // INTELLIGENT AGENT SANDBOX

My AI Lab — FRIDAY Terminal

An interactive demo preview of FRIDAY's intent engine with a 6-query session guardrail. Ask common practical questions (*"Who made you?"*, *"What time is it?"*, *"How do you work?"*) or test out the developer jokes (which are 100% exempt from the query count).

FRIDAY_TERMINAL // INTENT_ENGINE v2.0
6/6 Queries
Try asking:
Greetings! I am F.R.I.D.A.Y., Tsakane's interactive portfolio assistant. You have 6 exploratory queries in this session to ask practical questions ('Who made you?', 'How do you work?', 'What time is it?', Metbank experience, etc). Feel free to ask for a 'joke' anytime — developer jokes are 100% UNLIMITED and never consume your queries!
05 // OPEN SOURCE TELEMETRY

Developer Dashboard

Real-time activity and public repository insights from GitHub profile @Signas-58.

Tsakane Sithole

Tsakane Sithole

@Signas-58

Information Systems | Intelligent Automation | Building FRIDAY & Practical Software

47Repositories
6Followers
ActiveContributions
Visit @Signas-58 on GitHub
06 // TECHNICAL PROFICIENCY

Skills & Competencies

Practical technical skills grounded in Information Systems academic training, enterprise digital banking operations, and applied projects.

Programming & Scripting

DEV_STACK
PythonProficient
SQLProficient
JavaScript & TypeScriptPractical Experience
HTML5 & Modern CSSProficient
Bash / Shell ScriptingWorking Knowledge

Databases & Storage

DATA_LAYER
PostgreSQLProficient
MySQLProficient
SQLite (Offline-First)Practical Experience
MongoDBWorking Knowledge
Relational Schema DesignProficient

Infrastructure & Systems

INFRA_SEC
Linux System AdministrationPractical Experience
Kubernetes (Monitoring & Restarts)Practical Experience
Docker ContainerizationWorking Knowledge
Network Connectivity TriageProficient
Git & GitHub Version ControlProficient

Data Analytics & Reporting

ANALYTICS
Operational Data CleaningProficient
SQL Window & AggregationProficient
Python (Pandas, Matplotlib)Practical Experience
Dashboarding & KPIsPractical Experience
Business Intelligence AnalysisProficient

AI & Automation Engineering

AI_AGENT
LLM API IntegrationPractical Experience
Prompt Design & GuardrailsProficient
Speech Recognition & Audio VADPractical Experience
Process Workflow AutomationProficient
AI Voice SynthesisPractical Experience

Enterprise & Digital Banking

FIN_OPS
Digital Banking ChannelsPractical Experience
POS Merchant Terminal OperationsPractical Experience
Incident Logging & Audit TrailsProficient
System Availability & UptimeProficient
ITIL Support FundamentalsWorking Knowledge

Active Research & Continuous Learning Radar:

⚡ Retrieval-Augmented Generation (RAG)⚡ Cloud Security & Compliance Frameworks⚡ Advanced Kubernetes Operator Patterns⚡ FinTech Payment Gateway APIs
07 // SECURE COMMUNICATION

Direct Inquiries & Hiring

Open to ICT Graduate Trainee positions, Systems Support, Data & BI Analysis, and AI integration engineering roles.

Direct Contact Channels

Whether you are evaluating candidates for IT graduate programmes, banking operations, systems engineering, or technical collaboration, feel free to reach out directly.

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TSAKANE.OS // SYS_STATUS: OPERATIONAL

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