In a break to figure out the next move. Open for discussion 🤝

Hi, I’m Hari Kumaran — creator, builder of Bogar AI, and host of THUS.

From starting as a courier boy to helping teams build products and systems, my journey has always been about turning ideas into something real.

I build tools and platforms that make technology feel more human — and help people share what they know through meaningful stories.

☕ Always open for good conversations about building and creating.

Hari Kumaran Raamalingam

CodeWork

-Owned product vision & MVP for Insight Scan and AI Agents, collaborating with designers (Figma, Miro) and data engineers (Azure Databricks) to prototype BART- and CNN-driven solutions.
-Drove Agile execution by leading sprint planning, stand-ups, backlog grooming, and retrospectives in Jira/Confluence—cutting time-to-market by 30%.
-Partnered with cross-functional teams (design, dev, QA, data) to validate features through user interviews and A/B tests, raising patient engagement by 48%.
-Enhanced CI/CD pipelines with Docker-based automated builds, tests, and monitoring—improving deployment reliability by 35%.
-Prioritized backlog using RICE framework, ensuring high-impact features aligned with business goals and customer needs.

Product Manager

TCARE, Inc.

-Defined strategic roadmap for a call-analytics platform, running stakeholder workshops and applying the MoSCoW method to focus on top-priority features.
-Integrated NOTTA voice-to-text and BART models, coordinating with engineers to reach 98% transcript accuracy and boost actionable insights by 20%.
-Launched ColoWatch 3D screener: worked with radiologists to map epics, tracked U-Net/CNN performance to 95% accuracy, and reduced report generation time by 15%.
-Built API workflows with cron jobs to accelerate data transfers by 15%, improving overall system throughput and reliability.
-Facilitated cross-team alignment across product, engineering, and data science, ensuring seamless delivery of new features.

-Built & led a 6-member data-mining & QA squad, automating Google SERP scripts and custom checks to boost data accuracy by 65% and cut manual effort by 50%.
-Collaborated with care managers and engineers to streamline assessment questions by 30%, reducing completion times by 40%.
-Piloted LightGBM model for care-plan predictions, iterating with real-time feedback to reduce false negatives by 25%.
-Aligned stakeholders through regular demos and feedback sessions, ensuring model enhancements met clinical requirements.

Project Manager Team Lead

Bytize Inc

• Developed a new feature for Bytize's Existing SaaS app, enabling customers to predict future sales based on analytics reports from customer feedback.
• Collaborated with the team to implement the feature, enhancing the app's functionality and user experience.
• Utilized skills in data analysis and software development to successfully deliver the project on time.
• Contributed to the growth of Bytize by providing innovative solutions to meet customer needs.

Project Intern

Rockworth International

-Developed interactive dashboards and automated reporting pipelines in Python and Tableau, increasing operational efficiency by 25%.
-Coordinated with cross-functional teams to translate business needs into data-driven insights and actionable recommendations.
-Introduced active monitoring of key metrics, enabling faster identification and resolution of process bottlenecks.

Junior Project Engineer

-My product management journey started as a startup intern, where I discovered my passion for shaping products from the ground up.
-I’ve led cross-functional teams—designers, engineers, and data scientists—to build AI-powered healthcare features that increased patient engagement by 48%.
-By running Agile ceremonies in Jira and Confluence, I helped slash time-to-market by 30%.
-I prototype and iterate on Azure Databricks, using RICE & MoSCoW to prioritize what matters most.
-In the past, reduced manual work by automating systems, and brought products to market faster by improving how teams work together.
-I care about honest communication, simple solutions, and building products that people trust and want to use.
Let’s connect if you’re looking to build data-driven products that truly make a difference.

taplio

The Battle

Hari Kumaran Raamalingam

Alagasan G

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