# Hi, I'm Anuran Roy.

> Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.

This file helps language models discover the most useful content on this site.

## Home

- [About](https://anuran.dev/about.md): Roy. Anuran Roy - founder by day, Open Source fanatic by night. Builder 24x7
- [Blog](https://anuran.dev/blog.md): Writing on Python, ML, NLP, and open source.
- [Hi, I'm Anuran Roy.](https://anuran.dev/.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Other blogs](https://anuran.dev/other-blogs.md): External blogs and publications I write for.
- [Papers](https://anuran.dev/papers.md): Research papers and writing by Anuran Roy.
- [Projects](https://anuran.dev/projects.md): Open-source projects and experiments by Anuran Roy.
- [Vibe](https://anuran.dev/vibe.md): Short-form notes, moods, and moments.

## Blog

- [To self-host or not to self-host?](https://anuran.dev/blog/arise-self-hosting-for-technical-founders.md): Startup credits for infrastructure are a lifesaver, but only if it does not entail endless maintenance. How do you decide, as an early-stage technical founder, what to host and what not to host?
- [How to ACTUALLY build a "Company Brain"](https://anuran.dev/blog/build-a-company-brain.md): Contextual AI Agents are the present, transforming every workplace. But an AI agent is only as correct as the context as it references.
- [blog](https://anuran.dev/blog/categories/blog.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [docs](https://anuran.dev/blog/categories/docs.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Categories](https://anuran.dev/blog/categories.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Machine learning and the Pythonic buzz](https://anuran.dev/blog/machine-learning.md): A beginner-friendly introduction to machine learning with Python and scikit-learn, building a first model on the Boston housing dataset.
- [Offline Speech Recognition with Vosk](https://anuran.dev/blog/offline-speech-with-vosk.md): Build an offline speech-to-command system in Python by combining Vosk for speech recognition with NLTK for keyword extraction.
- [Blog](https://anuran.dev/blog/page/1.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Blog](https://anuran.dev/blog/page/2.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Flow classes in Pymetrix](https://anuran.dev/blog/pymetrix/pymetrix-flow.md): A look at the Flow Class objects - FlowNode, FlowLayer, and FlowGraph - that form the building blocks of Pymetrix.
- [Pymetrix: The Open Source Plug and Play Python Analytics Library](https://anuran.dev/blog/pymetrix/pymetrix-home.md): An introduction to Pymetrix, a plug-and-play analytics library written in Python for monitoring application performance metrics.
- [Pymetrix: An Overview](https://anuran.dev/blog/pymetrix/pymetrix-overview.md): An architectural overview of Pymetrix - the Flow Graph, the Database, and the extensible Plugins system.
- [Semantic Consensus and Semantic Drift](https://anuran.dev/blog/semantic-consensus.md): Contextual AI Agents are the present, transforming every workplace. But an AI agent is only as correct as the context as it references.
- [Context Engineering in Production](https://anuran.dev/blog/series/context-engineering-in-production.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Diary of a CTO](https://anuran.dev/blog/series/diary-of-a-cto.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Series](https://anuran.dev/blog/series.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Pymetrix](https://anuran.dev/blog/series/pymetrix.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#ai memory](https://anuran.dev/blog/tags/ai-memory.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#ai](https://anuran.dev/blog/tags/ai.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#analytics](https://anuran.dev/blog/tags/analytics.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#beginner](https://anuran.dev/blog/tags/beginner.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#budgeting](https://anuran.dev/blog/tags/budgeting.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#company brain](https://anuran.dev/blog/tags/company-brain.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#context engineering](https://anuran.dev/blog/tags/context-engineering.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#cost management](https://anuran.dev/blog/tags/cost-management.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#foss](https://anuran.dev/blog/tags/foss.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [Tags](https://anuran.dev/blog/tags.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#machine-learning](https://anuran.dev/blog/tags/machine-learning.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#nlp](https://anuran.dev/blog/tags/nlp.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#nltk](https://anuran.dev/blog/tags/nltk.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#ontology](https://anuran.dev/blog/tags/ontology.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#pymetrix](https://anuran.dev/blog/tags/pymetrix.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#python](https://anuran.dev/blog/tags/python.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#scikit-learn](https://anuran.dev/blog/tags/scikit-learn.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#self-hosting](https://anuran.dev/blog/tags/self-hosting.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#semantic consensus](https://anuran.dev/blog/tags/semantic-consensus.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#startups](https://anuran.dev/blog/tags/startups.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.
- [#vosk](https://anuran.dev/blog/tags/vosk.md): Anuran's journal on the internet - capturing his late-night breakdowns to his Eureka moments.

## Papers

- [Is a Large Context Window all you need?](https://anuran.dev/papers/are-large-context-windows-all-you-need.md): Exploring Time To First Token (TTFT)-context size tradeoff for Autoregressive LLMs
- [Mitigating Hallucinations in LLMs](https://anuran.dev/papers/mitigating-hallucinations-in-llms.md): Mitigating Hallucinations in LLMs Using Sieve of Fallacies and Truths: A Game Theoretic Perspective
- [Oscillating Activation Functions](https://anuran.dev/papers/oscillating-activation-functions.md): Oscillating activation functions and other recent progress in activation functions: A survey
- [SerpyTor](https://anuran.dev/papers/serpytor.md): A distributed context-aware computational graph execution framework for durable execution

## Projects

- [BarebonesDB](https://anuran.dev/projects/barebonesdb.md): A lightweight NoSQL-style database using JSON files for small projects, built from scratch in Python.
- [Drax](https://anuran.dev/projects/drax.md): A brute-force utility with captcha detection, automatic proxy rotation, and session save/resume capabilities.
- [LangTache](https://anuran.dev/projects/langtache.md): Drop in replacements for popular LangChain types, without the OOP hell.
- [OpnEco](https://anuran.dev/projects/opneco.md): A content-writing companion tool offering feedback mechanisms and keyword-targeting guidance for writers, with data analysis and trend insights.
- [OpnRank](https://anuran.dev/projects/opnrank.md): A lightweight, extensible SEO metrics scanner for analyzing search-engine-optimization data.
- [Pratilekha](https://anuran.dev/projects/pratilekha.md): On-device STT models with Indic Language Support (8). Focused on Devnagari Languages in noisy environments, these on-device STT models are specifically tuned for different accents, and real world applications and not just for crushing benchmarks in lab tests.
- [Pymetrix](https://anuran.dev/projects/pymetrix.md): A plug-and-play analytics library written in Python to capture basic website metrics, with extension support for Django, Flask, FastAPI, and Starlite.
- [Vosk-based Speech2Text System](https://anuran.dev/projects/speech2text.md): An offline speech-to-text converter using Vosk.