Engineer who builds things

github

Rakesh Venkat • Peerlist

I have developed a forensic framework called DIRAC v1.0 (Deterministic Integrity &amp; Risk Assessment Core) to quantify this systemic disorder based on the Shannon’s entropy model. It provides a mathematical framework to build deterministic risk assessment and has two novel units Dirac Risk Unit (DRU) &amp; Dirac Density Threshold (DDT). As part of my research, I have audited 2000 open source repositories with total of 10,005 commits which reveals that 1 - Every commit carries a baseline cost of $112.50 due to context switching and reviews by the senior engineers.&nbsp; 2 - Every state transition adds a marginal cost of $8.52 in remediation and technical debts 3 - In mid to large organizations, the Capacity Loss Ratio is about 24.16% It means that with an average compensation of $150K, for a team of 50 engineers, this represents $1.8M annual capacity leak and your effective output is only of 38 engineers!Technical Paper: <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://qubitai.in/qpapers-published/dirac_technical_paper.html">https://qubitai.in/qpapers-published/dirac_technical_paper.html</a>White Paper: <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://qubitai.in/qpapers-published/dirac_white_paper.html">https://qubitai.in/qpapers-published/dirac_white_paper.html</a>

DIRAC

Easy to configure script to create ML project structure.

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Neovim

A roadmap and details to understanding the state-of-the-art NLP topics like RNN, Transformers etc