Designing Conversational AI Voice Systems: Lessons from Callchimp.ai
A deep dive into the UX challenges of audio latency, state management, and building user trust in real-time LLM-driven telephone networks.
Read on MediumAI Product Leader and SaaS Co-Founder with 10+ years scaling solutions across AI, IoT, and enterprise software. Driven $500K+ in seed funding, deployed products to Fortune 500 companies, and trained 100K+ developers globally.
GTM strategy consulting for developer tools, APIs, and SDKs. Structuring developer-led growth loops, advocacy channels, and community pipelines that convert. Proven track record leading Google Developer Groups and Intel evangelism.
Objective analysis of product-market fit, UX workflows, feature backlogs, and telemetry architectures. Providing actionable roadmaps for high-growth SaaS startups to streamline resource allocation and unlock metrics-driven scaling.
Designing systems that bridge software and hardware. Specializing in computer vision pipelines, OpenVINO-optimized CPU architectures, LoRaWAN physical layers, and edge computing strategies that reduce cloud latency and deployment overhead.
As a builder and business-minded leader, I scale products at the intersection of AI, Edge Computing, and B2B SaaS. My focus is delivering enterprise-grade technologies that solve real-world problems.
From raising seed funding to deploying systems for Fortune 500 clients, I align engineering pipelines directly with business metrics, sales targets, and product acquisitions.
Years Experience
Engineers Managed
Direct Value Generated
Blackspektro Solutions LLC — USA
Leading feature prioritization and GTM strategy for Kernopy.com (IIoT automation SaaS). Driving $500K+ in annual revenue and scaling relations in the US & APAC.
Dynopii Corporation — USA / India
Secured $500K seed funding. Led product strategy for Callchimp.ai voice automation, pivoting to enterprise B2B SaaS targeting BFSI & Retail.
Hipla Technologies — Singapore (Acquired by Inventry UK)
Shipped real-time CCTV compliance SaaS (Contatrack.ai) to 10+ Fortune 500 clients, cutting operational deployment costs by 30%. Core lead in the acquisition process.
West Bengal University of Technology
Specialized in software engineering structures, network designs, and core Java environments. Graduated with a 7.2 GPA.
Founder-led conversational AI phone automation. Secured $500K in seed funding, pivoting the platform to serve BFSI & Retail sectors with voice analytics, scalable campaigns, and cloud integration.
Co-founder & GTM Lead. An industrial automation SaaS monitoring telemetry signals and machinery health. Currently driving $500K+ in annual revenue, connecting active sensors to cloud analytics.
Product Manager @ Hipla (Acquired by Inventry UK). Real-time CCTV safety compliance platform utilizing CPU-optimized deep learning facial recognition pipelines to trim cloud overhead costs by ~30%.
Chapter Lead (10,000+ members)
Scaled the chapter from 0 to over 10K members. Actively mentoring regional chapters across GDG India and shaping cloud developer pipelines.
4× Consecutive Award Winner (2020–2023)
Recognized for outstanding evangelism of oneAPI and OpenVINO toolkits, training over 100K+ developers globally in AI & Edge Compute.
India Service Provider
Guiding the developer community on building complex LLM orchestration pipelines using Dify's open-source developer tool suite.
DigitalOcean & FlutterFlow Chapters
Serving as Chapter Lead for FlutterFlow Community Kolkata (2024) and representative for the DigitalOcean Wavemaker India cohort.
Invited speaker and instructor delivering deep-tech hands-on sessions on AI architectures and Edge computing to academic research hubs:
A deep dive into the UX challenges of audio latency, state management, and building user trust in real-time LLM-driven telephone networks.
Read on MediumExploring how to deploy security compliance models (like Contatrack.ai) onto CPU-only cloud setups using OpenVINO to slash infrastructure overhead.
Read on MediumHow developer relations and community building translate directly into enterprise SaaS revenue, utilizing lessons from GDG India and Intel Innovators.
Read on MediumLooking to audit your SaaS codebase, scale your product roadmap, structure your developer relation initiatives, or recruit a fractional CPO? Choose a channel below.