Open to opportunities

45 writers

@45writers

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I’m an AI trainer blending economics, finance, and data precision.

Kenya

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What I'm looking for

I’m looking for a role where I can train and evaluate AI models using real-world STEM and finance data, while applying rigorous financial and economic analysis. I want a team that values accuracy, feedback, and measurable outcomes.

I’m a STEM AI trainer and finance professional with strong grounding in economic analysis, financial statement preparation, and data accuracy. I’ve worked across accounting operations (AR/AP reconciliation, cash book management, tax/eTIMs support) and used analytical tools to turn messy information into decisions people can trust.

In my most recent work as a Freelance STEM AI Trainer (Remote), I curate and evaluate high-quality STEM datasets (mathematics, physics, economics) to fine-tune large language models (LLMs). I design robust evaluation frameworks with advanced metrics, collaborating with AI research teams to identify weaknesses and improve accuracy, consistency, and logical coherence in model responses.

Previously, as a Junior Financial and Economic Analyst, I prepared financial reports, analyzed market and economic conditions, and represented the company in client meetings to address financial and economic queries. I also strengthened operational controls through data management, data entry verification, and reconciliations, including bookkeeping-style work and revenue collection responsibilities during my industrial attachment.

Experience

Work history, roles, and key accomplishments

Current

STEM AI Trainer

Current

Freelance

Dec 2025 - Present (3 months)

Curate and evaluate high-quality STEM datasets (mathematics, physics, economics) to fine-tune large language models and improve technical reasoning. Design evaluation frameworks with advanced metrics to benchmark performance and collaborate with AI teams to refine datasets and training methods.

Model Evaluation Benchmarking Economics & Finance Domain Expertise

Junior Financial and Economic Analyst

Sunlit Networks and Supplies Limited

Nov 2023 - Sep 2024 (10 months)

Prepared financial statements and performed accounts reconciliations (AR and AP) while analyzing economic conditions and market information to support business decisions. Represented the company in client meetings, managed data systems, and supported tax/eTIMs digital invoicing training with the use of AI tools for forecasting and problem-solving.

Financial Statement Preparation Account Reconciliation Financial Reconciliations Data Management Digital Invoicing Support

Data Entry Specialist

Simplex Data Solutions

Jan 2022 - Aug 2023 (1 year 7 months)

Entered, verified, and maintained data in company systems with a focus on accuracy and consistency. Organized records for easy retrieval, identified and corrected data errors, generated reports, and handled sensitive information securely while coordinating with other departments.

Data Entry Record Management Data Security

Industrial Attachment (KALRO)

Kenya Agriculture and Livestock Research Organization (KALRO

Supported bookkeeping and financial documentation by recording transactions, processing payments, and reconciling bank statements and ledgers. Assisted with wage muster rolls and attendance management for temporary employees, and maintained cash book records including consolidation, verification, and reporting to senior management for decision-making.

Payment Processing Muster Rolls & Wage Calculation Attendance Management Cash Book Maintenance & Consolidation Audit & Compliance

Education

Degrees, certifications, and relevant coursework

Jomo Kenyatta University of Agriculture and Technology

Bachelor of Economics, Economics

2014 - 2018

Grade: Second Class Upper Division

Bachelor of Economics degree (Second Class Upper Division). Studied economics with an emphasis on analytical and decision-support skills.

Kenya Accountants and Secretaries National Examinations Board (KASNEB)

Certified Public Accountant 1, Accounting

Certified Public Accountant (CPA) qualification, Level 1 (year not specified in the school entry).

Kisii College of Accountancy

Accounting

Accountancy education/training details not specified beyond association with the CPA1 qualification.

Lenana High School

Kenya Certificate of Secondary Education (KCSE)

2010 - 2013

Grade: Mean Grade A-

Completed secondary education and earned the Kenya Certificate of Secondary Education (KCSE).

Alison

Online course certificates, Finance, Analytics, Supply Chain & AI

Activities and societies: Financial analysis & statement reporting; budgeting/investing/risk; advanced diploma in modeling & analytics; Lean Six Sigma Black Belt; ISO 28000; OSINT; GDPR; AI for supply chains.

Completed multiple online courses covering financial statement analysis, budgeting and risk, business English for finance, and supply chain/logistics topics (including Lean Six Sigma and ISO 28000). Also completed training in data/AI tools such as OSINT and AI for supply chains.