Writing

How our hackathon team built CallSensei, a real-time voice emotion layer that helps support agents understand a caller's mood before they join the conversation.

Larger context windows are useful, but they do not remove the need for careful context management. Bigger prompts can still make models less precise, more expensive, and harder to steer.

My main takeaways from MAKE, how they shaped the way I built Eloovor and Paiper, and why shipping quickly does not guarantee success but does make learning faster.

I built Paiper to help people understand important documents in foreign languages, extract action items, and turn confusing paperwork into plain English.

Job descriptions rarely tell the whole story. Eloovor helps job seekers compare their profile with a role, understand fit beyond keywords, and prepare for better interviews.

A role can match your skills and still be the wrong place to work. Here is why company fit matters and how Eloovor helps candidates look beyond the job description.

Full-stack developers are often dismissed as generalists without depth. A better framing is that they are builders who can connect product, frontend, backend, and infrastructure decisions.

How I built Beautiful Git Diffs, a small web app for turning code changes into polished, shareable screenshots.

A case study on building Discord bots for a crypto trading community, from portfolio updates and order alerts to market data, quizzes, and onboarding automation.