About OTC CatchUp
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OTC CatchUps are weekly informal sessions involving project showcases and technical discussions. They are held every Saturday from 10:30 PM IST. Join in!. For all summaries, please visit catchup.ourtech.community/summary. |
OTC CatchUp #251
Authors: Ayush More · Ankush Kapoor
Date: 30-08-2025
Duration: 3 hrs 4 mins
Topics Discussed
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Ayush kicked off a discussion on probability and algorithms, specifically diving into entropy encoders like Huffman, Arithmetic, rANS, and tANS.
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He broke down concepts like
Log2(number of symbols)and2^nin coding. -
He also explained arithmetic coding, highlighting its efficiency from
O(2^n)toO(n), and touched on cumulative frequency and probability functions.
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Lucky Mee, who’s returning to tech after some time, asked for advice.
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Harsh strongly suggested focusing on system designs and also emphasized the importance of planning thoroughly before execution.
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Abhigyan showcased his project on stock analysis using AI agents.
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He shared a research report he generated from the agents and demonstrated how these reports provided structured outputs, detailing weaknesses, strengths, conclusions, graphs, and metrics.
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Chetan Jahangir shared some insights about Builder AI.
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He mentioned how the company allegedly scammed Microsoft.
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This sparked a conversation about how we should approach data derived from AI and LLMs.
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Ayush provided an update on his SIH project.
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He’s concentrating on smart system design for hardware.
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He’s currently learning about the STM32 microprocessor.
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Harsh questioned how MCP (Multiple Connected Models) relates to agentic AI.
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Abhigyan and Chetan clarified that it’s essentially multiple models linked to a central one.
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They illustrated this with an example: a request for a weather update goes to the MCP, which then routes it to various models, with the configuration depending on the user.
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Chetan Jahangir sought advice on getting started with research papers.
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He asked for tips on how to begin and how to connect with people who write research papers to get involved and share knowledge.
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Rishit suggested reaching out to seniors and their professors.
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Swapnil Borkar discussed AI and its impact on jobs.
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He shared concerns about how AI could threaten junior roles if not utilized effectively.
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Jaden Furtado talked about UPI, UPI Lite, and UPI Lite X.
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Additional resources and links
Attendees
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Ayush
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Ayush More
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Chetan Jangir
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Krupal Vasani
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Lucky Mee
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Manan Gandhi
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Mohammad Kaif
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Nebuluak
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Nirmal Panchal
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Sahil Bansal
Meet Screenshot
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For all summaries, please visit catchup.ourtech.community/summary. |
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