Featured Projects
Proven expertise across AI, fintech, enterprise transformation, and innovative technologies.
BP Engineering Department Reorganization
Led comprehensive digital transformation for BP's engineering department to align with post-oil & gas era strategy. Investigated and integrated Agile, LEAN, and Cloud methodologies.
Key Features
- ✓Strategic reorganization aligned with new business direction
- ✓Agile transformation across 200+ engineering staff
- ✓Cloud methodology implementation
- ✓LEAN process optimization
Business Impact
Successfully repositioned department for long-term sustainability and competitive advantage
Fintech Startup Valuation Platform
Developed comprehensive post-IPO business valuation system analyzing NYSE & NASDAQ data for startup and SME valuation.
Key Features
- ✓Post-IPO valuation analysis using CapitalIQ & Yahoo Finance data
- ✓Hybrid approach: DDM/DCF + goodwill calculation (asset vs. technology-based)
- ✓Recurrent Bayesian Neural Networks for services pricing
- ✓100% online operation with Python-based analytics
- ✓ETF setup capabilities for Tech/Biotech focused funds
Business Impact
Eliminated need for traditional analyst teams, enabling 100% digital operation at 60% cost reduction
Hotel Reservation System
Designed and implemented intelligent hotel management system automating complex operational algorithms. Collaborated with UC Berkeley PhD expert.
Key Features
- ✓Automated booking algorithm
- ✓Dynamic pricing engine
- ✓Inventory management automation
- ✓Guest workflow optimization
- ✓Integration with major OTA platforms
Business Impact
30% increase in booking efficiency, improved guest satisfaction scores
Scaffolding AI Optimizer
Co-designed and developed genetic algorithm-based solution for construction scaffolding optimization. Automated legacy solutions used across the industry.
Key Features
- ✓Genetic algorithm implementation for optimal scaffolding placement
- ✓Visualization of complex spatial problems
- ✓Automation of previously manual processes
- ✓Industry-standard solution deployment
- ✓Cost optimization: 20-30% material savings
Business Impact
Revolutionized construction planning, saving millions across client base
Multi-User Analytics Dashboard
Designed innovative advisory technique for on-the-fly data analytics and real-time business reporting. Excel-based solution compatible with existing workflows.
Key Features
- ✓Multi-user concurrent analytics capability
- ✓On-the-fly data processing and visualization
- ✓Excel-compatible for business continuity
- ✓Eliminates complex database requirements
- ✓Real-time reporting and consultancy
Business Impact
Adopted by Fortune 500 companies (J&J, P&G) for enterprise analytics
Robotics Automation & Dark Factories
Architected a complete Industry 5.0 solution that enables fully autonomous manufacturing operations. We integrated collaborative Universal Robots with edge computing and AWS cloud infrastructure to create 24/7 lights-off factories. The system includes real-time factory monitoring through SCADA/HMI interfaces, digital twin simulations in Autodesk Fusion 360, and machine learning models for predictive maintenance. The result: enterprise clients achieved 60% labor cost reduction and 40% throughput increase with zero-downtime smart manufacturing.
Key Features
- ✓Universal Robots (UR) + Edge computing + AWS cloud for autonomous 24/7 production
- ✓SCADA/HMI/PLC integration with real-time factory monitoring and control
- ✓Digital twins with Autodesk Fusion 360 CAD/rendering and prototype simulation
- ✓Real-time analytics + ML models for predictive maintenance and optimization
- ✓Multi-robot orchestration with autonomous workflow execution
Business Impact
Enabled enterprise clients to achieve 24/7 autonomous production with 60% labor cost reduction, 40% throughput increase, and zero-downtime smart manufacturing operations