Case Studies
Complicated Data Extraction
Text Mining in Documents
- For a very large equipment manufacturing company in UK
- Text extraction and processing from contract hundreds of pages
- Requires building an ontology or context based library, NLP and identification of patterns.
Flood water management
- Research, analysis of the flooding in a city in SE Asia
- Deep analysis, Pilot dev with a wide spectrum of discreet data sources
- Approach paper written
- Will require complete data modeling and inferences
ICO Data Analytics
- For HK based Investment Consultancy
- Built data structure to incorporate both structured and unstructured data flow
- Intelligent web scraping and crawling to discover and include data for assessment
- Management mapping, trend analysis
Big Data Architecture Consulting
Big Data Lake
- Migration from legacy to Data lake for one of the largest bank in Asia
- Two weeks of study onsite and 3 months of interactions on the strategy
- Legacy system of capturing data taking too long to process
- Built an optimization plan
Big Data & Analytics
- For a $3Bn retail credit company
- Delivered KPIs and strategy to adopt
- A compelling pilot integrating, validating and analyzing store cluster data
- Advanced visualization built
Analytics on customer ERP
- For a very large shipping customer in Singapore
- Built extendable dashboards to depict and predict spend on certain items
- Remote access to data store, build data sets and enabled visualization
Analytics & AI
Airline baggage tracking
- IATA requirement
- Data from RFID scans of baggage tags
- Data model to track the baggage at various points of the airport
- Real time baggage tracking at the airport
- Security analytics, Traffic analysis, lost baggage pattern, anomaly detection
Cart Prediction Framework
- False positive or False negative intension of Shoppers to be predicted
- Data validation and integration
- Built ML models for prediction
- Built for an Silicon Valley AI company
Customer behavior analysis
- Large budget airline in SE Asia
- Built web based review analysis and recommendation
- Very disparate data integration
- Insights leading to clear decision making