Data scientist, consultant - working at the intersection of emerging tech and driving value.
I'm not a software developer, but I love to build and experiment with new technologies, techniques, and frameworks to stay on top of the crazy world of AI. I focus on helping organizations design, build, and deploy AI systems that can adapt and evolve while fostering collaboration to drive innovation.
"I believe in building AI systems that adapt, evolve, and create tangible value while remaining ethically grounded."
- Level Up Your AI Products: Why Reusable Components Aren’t Just a Nice-to-Have
- ByteMeSumAI: A Modular Python Toolkit for Architecture-Aware Document Processing in Agentic AI
- Words Matter: Are Language Barriers Driving Quiet Failures in AI?
- Agentic Orchestration in Modular AI: Designing Systems That Evolve
- Adaptive AI Governance: Shaping Systems That Evolve Responsibly
- Advanced Retrieval Mechanisms for AI Systems: Lessons from Financial Services
I'm in the process of open-sourcing selected projects from my work:
- ByteMeSumAI: Toolkit for Building Robust and Context-Aware AI
- HalluciNOT: Toolkit to Verify LLM Outputs Against Source Materials
- Agentic-Explorer: Agentic AI in Action & Under the Hood
- Note-Summarizer: Streamlit app to create notes from long text with Agentic AI
- Vision-KitAI: An environment for exploring Computer Vision models, frameworks, and techniques.
Building Blocks for Robust and Context-Aware AI Systems
|
|
|
|
- Modular AI Systems: Designing flexible, evolving architectures that adapt to changing conditions
- Interactive AI Tools: Experimenting with multi-agent systems to enhance learning and transparency in AI processes
- Retrieval Mechanisms: Enhancing context and accuracy in AI systems' information retrieval
- Cross-domain Applications: Exploring how AI creates value across finance, government, and supply chain
- AI Governance: Building frameworks that balance innovation with responsibility
Here are some places to explore that have some great projects:
I thrive at the intersection of ideas, believing the most innovative solutions emerge when we combine diverse perspectives. My approach to collaboration:
- Build cross-functional teams that blend technical expertise with domain knowledge
- Create rapid prototyping environments that encourage experimentation
- Maintain open communication channels to share learnings and insights
- Focus on practical implementations that deliver measurable value
I'm always open to discussing new ideas, collaborations, or opportunities to create value with AI:
"The best way to predict the future is to build it. The responsible way is to build it together."