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

You can polish your copy all day.
But people don’t buy words.

They buy proof.
They buy stories.
They buy outcomes.

You don’t need better copywriting.
You need real customer stories.

Everything else is noise.

Builder | Creating human-centered AI tools & systems | Founder, Bogar AI

I’ve learned this the hard way:

You don’t grow by talking more about yourself.
You grow when others do it for you.

Everything I’m building right now sits on that belief.
Soon you’ll see why.

Most people ask, “Which college did you study at?”

Very few ask, “How did you actually learn?”

This visual is from my recent podcast with Hameed Rahamathullah, a fully self-taught CTO with no school, no college, just pure curiosity and grit.

What stood out for me most wasn’t just the tech skill.

It was the loop:
Curiosity → Build → Break → Self-correct → Repeat.

And how his career dots connected in a way that looks messy on paper:
Sales → Call Center → MIS/Excel → Product → Founder/CTO
But in reality, every role compounded into leverage.

Two leadership takeaways I personally resonated with:

▶️ Leadership is not authority, it’s ownership of responsibility
▶️ High agency beats perfect planning

This is exactly why I love doing this podcast.
Not to glorify success — but to decode real, non-linear journeys.

If you’re building without a conventional background:
You’re not behind. You’re just on a different curve.

Full episode link in the first comment.
If this resonated — just drop a ❤️

You don’t fail at content because of ideas.
You fail because posting depends on your mood, energy, and calendar.

Miss one day.
Then another.
Then momentum is gone.

That exact pain is why I built a system to post even when I disappear.
Auto > effort. Always.

If you’ve cracked consistency, I’d love to learn how you do it.

Some journeys need planning.
Some just need you to show up consistently.

Most of us don’t struggle with writing 
We struggle with posting on LinkedIn or X at the right time, every time.
You forget.
You miss the slot.
You lose the momentum.

So I built something that removes that timing friction completely.
A simple Chrome extension.
Add your slots once → click the button → it auto-schedules your post to the next open slot.
Zero dashboards. Zero clutter.

Not launching it publicly yet, keeping it early access for now.

If you want to try it before everyone else,
comment “I’m in” and I’ll DM you the link.

No alternative text description for this image

Most people ask the wrong question about AI.

“Is AI a companion?”
“Will it replace us?”
“Is it intelligent enough?”

In the podcast, Leonard said something that stuck with me:

AI isn’t autonomous.
It doesn’t think for you.
It executes clarity.

If you can’t explain what you want,
how you want it,
and why it matters,
AI won’t magically save you.

AI rewards people who:
• Think clearly
• Give precise instructions
• Know the outcome they want

For everyone else, it feels overrated.

The gap isn’t AI capability.
It’s human clarity.

Curious to know:
Do you see AI more as a thinking partner or a powerful executor?

Full episode link in comments

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

Followers

Posts

Engagements

Likes

Performance ScoreHari Kumaran Raamalingam's LinkedIn Performance

Ready to grow your LinkedIn presence?

taplio

The Battle

Hari Kumaran Raamalingam

Alagasan G

Followers

Posts

Engagements

Likes

Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Hari Kumaran Raamalingam's LinkedIn Performance

Ready to grow your LinkedIn presence?

Performance ScoreHari Kumaran Raamalingam's LinkedIn Performance