Professional Overview
I specialize in helping businesses turn their cutting-edge ideas into production-ready AI solutions. With 22 years of experience in the software industry, I am passionate about innovation and hold four patents among the 12+ AI solutions I’ve deployed in production.My AI journey began in 2010 with predictive analytics, where I provided insightful recommendations for continuous improvement in clients' business processes. Transitioning from traditional AI to Generative AI has been both challenging and rewarding, allowing me to cultivate a unique skill set as a techno-functional leader in the design, development,monitoring and explainability of AI solutions. I thrive on collaboration with stakeholders for seamless product integration, following Agile methodologies.As a business leader, I foster a culture of curiosity and innovation within my team, empowering them to evolve their personal brands. Empathy and respect for individuals are at the core of my values, guiding my engagement with colleagues and clients alike.Currently, I am exploring the implementation of Generative AI solutions with Responsible AI practices, including federated fine-tuning with private data, Agentic AI solutions, knowledge graphs for retrieval-augmented generation (RAG), quality and safety of LLM applications, RED teaming for LLM applications, and efficient, ethical, and sustainable AI operations
Areas of Expertise
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
data science & analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.