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update(docs): add summary-274 (#327)
* docs: add summary for OTC CatchUp #274 * docs: add summary for OTC CatchUp #274: added img * docs: add summary for OTC CatchUp #274: added attendees * docs: add summary for OTC CatchUp #274: changes v1 * Apply suggestions from code review * Apply suggestion from @ankushhKapoor --------- Co-authored-by: Ankush Kapoor <work.ankushkapoor1626@gmail.com>
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==== Attendees
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. link:https://x.com/Alpastx[Alpesh Bhagwatkar^]
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. link:https://twitter.com/bhavesh878789[Bhavesh Kukreja^]
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. link:https://twitter.com/furtado_jaden[Jaden Furtado^]
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. link:https://twitter.com/mohit_explores[Mohit Gangwani^]
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. link:https://twitter.com/rishit\_dagli[Rishit Dagli^]
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. link:https://twitter.com/WilfredAlmeida_[Wilfred Almeida^]
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. link:https://twitter.com/SirusTweets[Darshan Rander^]
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. link:https://twitter.com/mohit_explores[Mohit Gangwani^]
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. Anuj Gupta
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. Mridun Gupta
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. Saee Nalawade
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. Vishal Singh Saini
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. Ayush Shukla
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. Kaushal Patil
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. Mohammad Kaif
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. Rishi Setpal
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. Sanam Bhatia
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. Vikas Singh

summary/sessions/274/content.adoc

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Date: 07-02-2026
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Duration: 1 hr 04 mins
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==== Topics Discussed
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* Round of introductions took place with participants sharing their backgrounds and current work.
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* Darshan Rander showcased his portfolio AI chatbot project that uses RAG (Retrieval-Augmented Generation) to answer questions about himself.
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** The project scrapes data from his resume, blogs, and portfolio site to provide contextual responses.
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** He implemented a custom caching mechanism where AI responses are vectorized and stored, allowing for cache hits on similar queries (80% similarity threshold).
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** Discussion on cache invalidation strategies when source documents are updated.
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** Frontend was generated using OpenAI Codex.
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* Discussion on various LinkedIn scrapers and the ethics of scraping.
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** link:https://community.hubspot.com/t5/Sales-Integrations/Pulling-LinkedIn-information-into-Sales-CRM-one-way-interface/m-p/195991[Pulling LinkedIn information into Sales CRM - one way interface into HubSpot^]
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* Bhavesh Kukreja discussed two project ideas he's considering.
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** Building a local RAG system with SLMs (Small Language Models) using Ollama for web search capabilities without relying on paid APIs.
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** A shopkeeper simulation game inspired by "Good Pizza, Great Pizza" with a plot about an unplaced engineer opening a general store.
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* Discussion on AI coding tools comparing OpenAI Codex, Claude with Copilot extension, and others.
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** Participants agreed that Claude's Copilot extension provides the best code quality with minimal tokens.
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* Alpesh Bhagwatkar shared updates on his activities.
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** His startup Identity Shield won an award at Sandbox Innovation in Pune.
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** Won a CTF competition at RAIT University.
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** Currently studying for CJPT and CPTS (Certified Penetration Testing Specialist) certifications from Hack The Box.
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==== Additional Resources
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* link:https://read.ai[Read.AI - AI meeting assistant plugin^]
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* link:https://ollama.com[Ollama - Run LLMs locally^]
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* link:https://weekday.works[Weekday.works^]
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summary/static/img/274.jpeg

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