Bosky Kode
@Bosky
Bosky Kode
@Bosky
ex distributed systems engineer turned neobanker, 2x founder, obsessed about solving problems
ex distributed systems engineer turned neobanker, 2x founder, obsessed about solving problems
Pune, India
Devfolio stats
Devfolio stats
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hackathons
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Top Projects
Top Projects
Create subtle variations of your multi-page confidential documents. Paste any page of a leaked document to know who is responsible for the leak. Powered by NLP, multi-variate technology and LLMs
Even with 1-10% of the words changed, small shifts in grammar, combining sentences, or using synonyms can create thousands of variations. Storing these versions is a solved problem. And brute forcing to find the exact match of a pasted paragraph with one recorded can be optimized further. At the crux of the this project is (1) Use multivariate testing and large language models (LLMs) to create unique variations of every page of the document that is to be shared. Making it possible to compare a paragraph leaked with the exact source of a leak. By tracking specific patterns and document changes, this method can pinpoint which recepient/employee leaked confidential data. This innovative approach strengthens security, offering an unprecedented method for data loss prevention. Getting Gemini API Key will be required, and is out of scope of this project. Cloning and setting up project in a self hosted on premise environment is doable, but a guide to do so - is out of scope of the project/documentation. Although this pilot starts with textual content from documents or emails, in the future it eventually can expand to all forms of sensitive enterprise information, from images, video frames or even LLM weights.
C
Captcha is used at high traffic pages to prevent bots/spam. But today seldom helps the user. What if we could show data from PhonePe Pulse, NITI Aayog so that it solves the purpose while educating users.
Medium Posts
Medium Posts
A conversation on venture exits
medium.com
A recent entrepreneur was kind enough to share notes and learnings on an interesting topic for startups — a buyout / an exit. Build your data room from day one. Start even before you incorporate! Here is a possible list of things you personally as founder should ensure you have updated every month. Once your team gets used to updating this like a well oiled machine — keep reducing the time period and freshness. What investors look at and buyers look at — are two very different things. Team team team. No...
Leadership is decision-making in the absence of data
medium.com
I increasingly find #leadership to involve decision making ability in the “absense of data”. More contrarian or green field the execution. Higher the risk/responsibility/reward. The more mature/stable/adopted the solution. The less margins, room for error. Not to forget increased competition, reduced ROI. What’s the point in being data driven is there is no uncertainty? Both spectrums of the mature/moonshot spectrum can and have produce giants, they just need totally different cultures. E.g. Today buildi...
Managing time as a founder, low hanging fruit and why go after hard problems
medium.com
image courtesy wikipedia After my startup started adding $500 new ARR everyday, I finally setup a website. So you found a partner to startup with. You spend the day finding a nice domain, and settling in to your first day as founder. Can one of you sell? Some people are known in their circles as being a “hard-core techie”. Someone who has the 10,000 ft view, a brilliant communicator, able to put down technical thoughts in writing, and able to back decisions with data. Most people don’t realize they you a...