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20 changes: 20 additions & 0 deletions summary/sessions/274/attendees.adoc
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==== Attendees

. link:https://x.com/Alpastx[Alpesh Bhagwatkar^]
. link:https://twitter.com/bhavesh878789[Bhavesh Kukreja^]
. link:https://twitter.com/furtado_jaden[Jaden Furtado^]
. link:https://twitter.com/mohit_explores[Mohit Gangwani^]
. link:https://twitter.com/rishit\_dagli[Rishit Dagli^]
. link:https://twitter.com/WilfredAlmeida_[Wilfred Almeida^]
. link:https://twitter.com/SirusTweets[Darshan Rander^]
. link:https://twitter.com/mohit_explores[Mohit Gangwani^]
. Anuj Gupta
. Mridun Gupta
. Saee Nalawade
. Vishal Singh Saini
. Ayush Shukla
. Kaushal Patil
. Mohammad Kaif
. Rishi Setpal
. Sanam Bhatia
. Vikas Singh
30 changes: 30 additions & 0 deletions summary/sessions/274/content.adoc
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Date: 07-02-2026

Duration: 1 hr 04 mins

==== Topics Discussed

* Round of introductions took place with participants sharing their backgrounds and current work.
* Darshan Rander showcased his portfolio AI chatbot project that uses RAG (Retrieval-Augmented Generation) to answer questions about himself.
** The project scrapes data from his resume, blogs, and portfolio site to provide contextual responses.
** He implemented a custom caching mechanism where AI responses are vectorized and stored, allowing for cache hits on similar queries (80% similarity threshold).
** Discussion on cache invalidation strategies when source documents are updated.
** Frontend was generated using OpenAI Codex.
* Discussion on various LinkedIn scrapers and the ethics of scraping.
** 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^]
* Bhavesh Kukreja discussed two project ideas he's considering.
** Building a local RAG system with SLMs (Small Language Models) using Ollama for web search capabilities without relying on paid APIs.
** A shopkeeper simulation game inspired by "Good Pizza, Great Pizza" with a plot about an unplaced engineer opening a general store.
* Discussion on AI coding tools comparing OpenAI Codex, Claude with Copilot extension, and others.
** Participants agreed that Claude's Copilot extension provides the best code quality with minimal tokens.
* Alpesh Bhagwatkar shared updates on his activities.
** His startup Identity Shield won an award at Sandbox Innovation in Pune.
** Won a CTF competition at RAIT University.
** Currently studying for CJPT and CPTS (Certified Penetration Testing Specialist) certifications from Hack The Box.

==== Additional Resources

* link:https://read.ai[Read.AI - AI meeting assistant plugin^]
* link:https://ollama.com[Ollama - Run LLMs locally^]
* link:https://weekday.works[Weekday.works^]

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