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Thembisile Sdaxa

Thembisile Sdaxa

Novice Data Analyst & Operations Specialist

Talent
KlerksdorpMember since July 5, 2026
Python Web ScrapingJSON Data Processingn8n Workflow AutomationBash/Shell ScriptingData Entry & IntegrityTermux Native EnvironmentTasker API IntegrationLocal LLM Deployment (Ollama, Deepseek, Gemma)AI Prompt EngineeringFIFO/FEFO MethodologiesSupply Chain LogisticsQuality AssuranceHealth & Safety ComplianceBiosecuritySAMS Database ManagementVMD Device TroubleshootingMS OfficeGoogle WorkspaceCRM Operations
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Python Web ScrapingJSON Data Processingn8n Workflow AutomationBash/Shell ScriptingData Entry & Integrity

About

Tech-driven operational professional and aspiring Data Analyst with a unique synthesis of on-the-ground FMCG logistics experience and advanced self-taught technical capabilities. Proven track record in highly regulated environments (poultry processing, electoral operations) requiring strict biosecurity, compliance, and accurate data logging. Leverages a strong foundation in Python, n8n workflow automation, and local LLM integration to optimize processes.

Eager to transition comprehensive supply chain, inventory management, and academic data administration experience into forward-thinking analytical or technical operational roles.

Experience

Poultry Processing Learnership (Intern) - Supreme Poultry (Pty) Ltd

(2025-12)

  • Execute high-volume poultry processing operations on the production line, consistently meeting strict daily throughput targets.
  • Ensure 100% compliance with rigid biosecurity measures, hazard prevention, and PPE protocols within a safety-critical FMCG environment.
  • Conduct accurate weighing, quality grading, and sorting of products, maintaining meticulous data logging for labeling and dispatch.
  • Manage cold storage logistics by efficiently packing, sealing, and stacking processed inventory to preserve supply chain integrity.

Voice Data Contributor (AI Training) - Way With Words / African Next Voices

(2025-08 - 2025-08)

  • Contributed to a high-impact, Gates Foundation-funded AI project by recording high-fidelity Setswana speech datasets to advance underrepresented language models.
  • Operated the TalkTag platform to complete both scripted and unscripted acoustic sessions, navigating rigorous audio quality assurance checks.
  • Assisted in enriching a 9,000+ hour multilingual dataset utilized for training AI applications in the health, agricultural, and educational sectors.

Wholesale & Retail Learnership (Intern) - Supa Ginja (Pty) Ltd

(2024-08 - 2025-08)

  • Led comprehensive daily and monthly stock-taking procedures, utilizing FIFO methodologies to minimize spoilage and inventory discrepancies.
  • Audited supply chain documentation and performed factory-floor quality control checks on machinery and outgoing packaged goods.
  • Spearheaded retail merchandising efforts by conceptualizing and constructing promotional displays that enhanced product visibility and drove consumer sales.

Balloting Education Fieldworker & Electoral Officer - Independent Electoral Commission (IEC)

(2024-05 - 2024-07)

  • Troubleshot and operated Voter Management Devices (VMD), ensuring seamless digital data capture in high-stress, fast-paced environments.
  • Enforced strict national electoral regulations while managing large crowds, mitigating conflicts, and ensuring public compliance at voting stations.
  • Facilitated public education campaigns through the widespread distribution of informational materials across diverse demographics.

Assistant Educator (Data Administration) - Phakela Secondary School

(2023-02 - 2023-12)

  • Administered the South African School Administration and Management System (SAMS), processing and auditing hundreds of digital student records.
  • Eliminated data entry errors through meticulous cross-referencing of administrative files, acting as the primary database liaison for educators.
  • Facilitated daily classroom logistics, supporting teachers with lesson material preparation and engaging directly with learners.

Sales Agent - Hlumelo Direct Marketing

(2022-10 - 2022-12)

  • Consistently met and exceeded individual KPIs by promoting products through direct, customer-facing engagement.
  • Tracked sales leads and managed post-sale feedback to ensure high levels of customer retention and satisfaction.

General Worker - Tigane Developers

(2021-08 - 2022-09)

  • Maintained strict Occupational Health and Safety (OHSA) standards across active construction sites.
  • Operated heavy equipment and basic tools, assisting cross-functional teams in material logistics and hazard removal.

Education

Diploma in Agriculture - Mixed Farming - Potchefstroom College of Agriculture (2019 - 2021)

National Senior Certificate - Phakela Secondary School (2018)

Skills

Novice Data Analyst & Operations Specialist

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