AI research with field sense
MSc Artificial Intelligence and Data Science candidate at Bangor University, developing KALMNav AI for navigation during GPS downtime.
MSc Artificial Intelligence & Data Science
Bangor University · Graduating 2026
KALMNav AIPublic DataLifelong ML
Theodore
Aware
Data scientist, AI researcher, and applied statistician building reliable systems for navigation, public planning, finance, and community-centred decision making.
10+
years across analytics, banking, governance, and operations
50k+
residents served through municipal data systems
99%
IBES survey completion through field coordination
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Profile
A rare blend of technical research, public-sector leadership, and field-tested analytics.
Theodore brings a decade of cross-sector experience spanning banking, municipal governance, supply chain operations, and healthcare analytics. His current work connects robust AI with practical systems that people can trust in dynamic environments.
Statistics for public decisions
Municipal statistician experienced in annual reports, budget evidence, citizen-generated data, and development planning.
Risk and operations fluency
Former credit risk analyst and operations manager with experience in financial modelling, portfolio oversight, and supply chain improvement.
Research thesis
KALMNav AI: emergency navigation when GPS goes down.
Theodore is developing an AI-enhanced emergency navigation system designed to maintain positioning accuracy during GPS downtime. The work contributes to disaster response, autonomous systems, and robust AI models that remain reliable in changing environments.
Signal stack
Sensor fusion for resilient positioning.
The framework integrates multiple signal sources, then uses deep learning to preserve useful navigation estimates when satellite positioning is unavailable.
IMUWiFiLiDARDeep learningGPS-denied navigation
Technical expertise
Practical AI and analytics capability across research and operations.
Theodore's work sits at the point where modelling skill, domain fluency, and public service meet.
Programming and analytics
PythonRSQLPower BIExcelData preprocessing
Machine learning
Deep learningCNNsRNNsSensor fusionPredictive modelling
Domain knowledge
Credit riskPublic-sector statisticsSupply chain logisticsHealthcare analytics
Professional experience
A career built across public data systems, finance, operations, and client outcomes.
2022
Municipal Statistician
Abuakwa North Municipal Assembly
- Led statistical operations for a municipality of more than 50,000 residents.
- Automated the revenue database and improved tracking efficiency by 15%.
- Supervised 10 field officers during the national IBES I survey.
- Authored the Annual Municipal Statistical Report for budgets and development plans.
2020
Operations Manager
Shield Haven Company Ltd
- Optimized supply chain workflows and reduced operational delays by 20%.
- Managed the Shield Higher Education Loan product, including risk assessment and applicant pipelines.
2019
Occupational Therapist and Sales Manager
Forever Living Products
- Designed data-driven therapeutic interventions for clients.
- Managed sales metrics and market performance analytics.
2014
Relationship Manager / Credit Risk Analyst
uniCredit Ghana
- Managed a portfolio of more than 200 clients.
- Built predictive financial models that reduced non-performing loans by 8%.
- Served on Credit Risk and Loan Recovery Committees.
15%
revenue tracking efficiency improvement
8%
reduction in non-performing loans
20%
reduction in supply chain delays
3
major sectors impacted: public sector, finance, and supply chain
Leadership and service
Community data work with visible public engagement.
Theodore's leadership includes survey coordination, citizen data education, committee service, and public communication on local development issues.
IBES I municipal coordination
Mobilised communities, supervised field officers, and achieved a 99% completion rate for the Integrated Business Establishment Survey.
Citizen-generated data
Served as secretary to the Municipal Technical Team and coordinated public education on gender-based violence and solid waste management.
Committee leadership
Contributed to EXECO, MPCU, Budget Committee, Revenue Mobilization Committee, and Social Services Sub-committee work.
Training & Certifications
Administrative Data QualityMultidimensional Poverty IndexCitizen Generated DataProject ManagementCredit Risk AppraisalDistrict Development Data PlatformNDPC Planning Guidelines 2026-2029
Recognition
★
Star of the Month for Teamwork, Abuakwa North Municipal Assembly, 2022
★
Best Branch Worker, uniCredit Ghana Ridge Branch, 2016
Academic foundation
From statistical modelling to lifelong learning and robust AI.
Theodore's BSc in Statistics and Psychology at the University of Ghana included discrete choice analysis of job preferences among statistics students. His planned PhD direction focuses on lifelong learning and robust AI systems that remain adaptive and safe in dynamic settings.
🇬🇧
Bangor University
MSc Artificial Intelligence and Data Science
Graduating 2026
🇬🇭
University of Ghana
BSc Statistics and Psychology
Econometric modelling and survey analytics
Collaboration
Research, data strategy, and public-interest AI with practical delivery behind it.
Theodore is positioned for doctoral research, applied AI collaboration, and analytics projects that need technical depth, ethical judgement, and public-sector experience.