I'm a Principal Product Manager working with companies to design and build agentic systems and AI-enabled workflows.
My work sits between product strategy and technical execution. I help teams identify where agents can create real value, redesign workflows around them, and move from promising prototypes to systems people can trust and operate.
- Studying for the Claude Certified Architect (CCA)
- Working with companies to build agentic products and AI-enabled workflows
- Experimenting with Hermes Agent and local, tool-using agent systems
- Building The Newscriber, a Bangla TTS and audio podcast project
The Newscriber turns written Bangla content into natural-sounding conversational audio.
We've solved the accent and pronunciation problem that makes most Bangla TTS sound unnatural. We're now using that work to produce short Bangla audio podcasts that feel like conversations rather than text being read aloud.
- Agent architecture, orchestration, tools, and memory
- AI-enabled workflow design and automation
- Evaluations, guardrails, fallbacks, and human approval
- Product strategy for AI and agentic systems
- Voice AI and multilingual TTS
- Local-owned and BYOK agent experiments
- CCA Study Lab — study notes, architecture patterns, and hands-on exercises for the Claude Certified Architect certification
- The Newscriber — natural Bangla TTS and conversational audio podcasts
- Hermes Agent experiments — testing agent orchestration, skills, memory, research, and automation workflows
- Readcast — a local-first pipeline that turns articles into audio and publishes them through a private podcast feed
- AI Resources — research and practical notes on AI agents, tools, and emerging workflows
I bring an MBA and experience across product strategy, marketing, sales, finance, and operations. That background helps me connect technical decisions to customer needs, adoption, business value, and measurable outcomes.
I work with companies building agentic products or redesigning operational workflows around AI.
If you're moving from an AI demo to a reliable product or workflow, connect with me on LinkedIn.