Writing and Translating Help Files - Spwig
You may have read a bit about the exciting new project I am working on - Spwig - an all inclusive e-commerce platform.
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About Dayyan James
AI innovator and experimental technologist bridging 20+ years of financial services expertise with cutting-edge artificial intelligence solutions.
AI Innovation & Vision
I'm passionate about pushing the boundaries of what's possible with artificial intelligence. My work focuses on creating practical, real-world AI solutions that solve complex problems in finance, compliance, and human-computer interaction.
Currently, I'm experimenting with multimodal AI systems, speech recognition pipelines, and voice processing technologies. My projects on HuggingFace and YouTube demonstrate cutting-edge approaches to ASR, grammar correction, voice isolation, and real-time inference optimization. Each experiment is designed to explore new possibilities and share discoveries with the broader AI community.
What sets my approach apart is the combination of deep financial services expertise with hands-on AI experimentation. Having spent two decades building complex systems for institutions like SimCorp, Prudential, Barclays, and Schroders, I understand both the technical challenges and business realities of implementing AI at scale.
Core Skills
AI Experimentation
- Multimodal inference pipelines
- Speech recognition & NLP
- Voice processing & isolation
- TensorRT & GPU optimization
- Real-time streaming systems
Financial Domain Expertise
- Regulatory technology & compliance
- Risk management systems
- Portfolio & asset management
- Trading infrastructure
Technology Leadership
- Complex program delivery
- Cross-functional team building
- Innovation strategy
- Stakeholder alignment
Platform & Infrastructure
- Cloud architecture (Azure, AWS)
- DevOps & automation
- Enterprise system integration
- Performance optimization
Current AI Experiments
Real-Time Speech Processing
Exploring the boundaries of speech recognition and grammar correction through live deployments on HuggingFace. These experiments push the limits of real-time ASR accuracy and demonstrate practical applications for financial compliance and documentation.
Voice Isolation & Analysis
Developing streaming-capable models for voice separation and audio analysis. This research opens new possibilities for meeting transcription, voice analytics, and multi-speaker environments in enterprise settings.
Multimodal Intelligence Systems
Building GPU-optimized pipelines that process audio, video, and text simultaneously. These experiments explore applications in fraud detection, behavioral analysis, and comprehensive risk monitoring.
Professional Foundation
My AI innovations are grounded in two decades of hands-on experience building complex technology systems for leading financial institutions. This background provides unique insights into enterprise challenges, regulatory requirements, and the practical realities of implementing advanced technology at scale.
Financial Technology Leadership
SimCorp (2022-Present) - Leading enterprise platform enhancements and institutional asset management implementations across APAC, with focus on incorporating AI for predictive analytics and operational automation.
Prudential/Eastspring Investments (2017-2021) - Architected digital transformation roadmaps and regulatory compliance programs (MiFID II, GDPR), developing automated workflows and data integration strategies.
Barclays Singapore (2016-2017) - Managed critical trading floor infrastructure migrations requiring millisecond-precision timing and zero-downtime operations.
Enterprise Infrastructure Expertise
Schroders Investment Management (2008-2016) - Delivered APAC-wide technology transformations including data center migrations, network refreshes, and regional governance frameworks.
Earlier Roles - Built foundational expertise in telecommunications and asset management, developing custom software solutions and infrastructure optimization strategies.
This deep enterprise experience informs every AI experiment I undertake, ensuring my innovations address real-world challenges and can scale from prototype to production.
Education & Certifications
Education
- Diploma, Business Administration
- Diploma, Corporate Sustainability
Professional Certifications
- PMP (Project Management Professional)
- Agile Coach
- ITIL
- CISM
Technical Certifications
- AWS Certified
- MCSE
Let's Collaborate
Always excited to discuss AI innovations, share experimental findings, or explore collaboration opportunities. Whether you're curious about my latest experiments or interested in applying AI to complex enterprise challenges, let's connect.