Projects

Selected work across AI and digital products.

Case studies spanning generative AI, computer vision, conversational systems and enterprise analytics.

7 case studies

01AI Product · SaaSIn active development

Geonexis

AI-powered field workforce, attendance and sales intelligence platform.

Geonexis is a multi-platform SaaS system for field workforce management and sales execution. It combines GPS attendance, facial verification, meeting intelligence and manager analytics into one operational platform for iOS, Android and web.

Unified attendance, field discipline and sales execution visibility in one platform

iOS, Android and web platform
GPS check-in and check-out
Face verification
Workforce and beat tracking
Meeting transcription

SwiftUI
React / Next.js
FastAPI
PostgreSQL
WebSockets
Whisper
InsightFace

2025 – PresentProgramme Manager & Solution Architect

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01 / GEONEXIS

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02Computer VisionDeployed

SWISS

Real-time computer vision analytics for clinics, retail locations, factories and warehouses.

Smart Workforce & Inventory Surveillance System (SWISS) is an AI video analytics platform that turns CCTV streams into operational intelligence — covering unique footfall, entry/exit tracking, staff recognition, occupancy and multi-location monitoring.

Enabled data-driven operational decision-making across clinic and retail locations

CCTV video analytics
Unique footfall measurement
Entry and exit tracking
Staff recognition
Occupancy analysis

YOLO
DeepSORT
OpenCV
Python
Django / FastAPI
PostgreSQL
Docker

2025 – PresentProgramme Manager & AI Architect

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02 / SWISS

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03Document Intelligence · Generative AIIn active development

FUSION

File utility with summarization intelligence, OCR and smart document navigation.

FUSION is an AI-powered file utility that turns unstructured documents into searchable, summarised intelligence. It combines OCR, document understanding, summarisation and smart navigation so teams can find answers inside files instead of hunting through folders.

Reduced time spent manually scanning long document sets

File utility for mixed document formats
OCR for scanned and image-based documents
AI summarisation intelligence
Semantic search across document collections
Smart navigation from summary to source

Python
OCR
LLMs
RAG
FastAPI
PostgreSQL
Vector Search

2025 – PresentAI Product Builder & Solution Architect

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03 / FUSION

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04Generative AIPrototype

Shadon

Private local AI assistant with voice, RAG and long-term memory.

Shadon is a private local AI assistant designed for voice and text interaction, retrieval-augmented generation and persistent memory — keeping inference and knowledge closer to the user.

Demonstrates applied Generative AI with private local inference

Local LLMs
Retrieval-augmented generation
Voice input
Speech transcription
Text-to-speech

Ollama
Qwen
Phi
Faster-Whisper
FAISS
Sentence Transformers
Django REST Framework

Personal / R&DAI Engineer & Product Builder

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04 / SHADON

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05Conversational AICompleted

HR Chatbot

AI assistant for employee support, onboarding and organisational queries.

An NLP-powered HR assistant that automates candidate screening, interview scheduling and common employee support workflows using Rasa-based conversational AI.

Reduced recruiter workload through conversational automation

Employee and candidate query handling
Interview scheduling assistance
Onboarding support flows
Intent classification and entity recognition
Continuous dialogue refinement

Rasa
Python
NLP
APIs
Databases
spaCy
SQL

2019 – 2020Software Engineer – AI / NLP

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05 / HR CHATBOT

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06Data & AnalyticsIn use

Enterprise BI Dashboards

Operational, finance, inventory and sales intelligence powered by SAP and Power BI.

A suite of executive Business Intelligence dashboards integrating Power BI with SAP FI and MM to surface financial, inventory, procurement and operational KPIs with automated refresh and drill-down analysis.

Improved business visibility for executive decision-making

SAP FI and MM integration
Automated refresh
Financial KPIs
Inventory analytics
Procurement analytics

Power BI
SAP FI
SAP MM
SQL
DAX
Power Query
Excel

2025 – PresentProgramme Manager – Analytics Delivery

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06 / ENTERPRISE BI

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07Computer VisionCompleted

Drowsiness Detection

Real-time computer vision system for driver fatigue detection.

A real-time driver monitoring system that uses facial landmark analysis to detect drowsiness through Eye Aspect Ratio and Mouth Aspect Ratio signals, triggering instant audio alerts.

Demonstrated practical CV-based fatigue detection for driver safety concepts