Mehul Jain @_mehul_jain Twitter profile

Last Seen Profiles

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Mehul Jain

@_mehul_jain

1 year

@elonmusk

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Mehul Jain

@_mehul_jain

9 months

@viraj_sheth The more pressing issue is people thinking that the choice of shoes somehow determines someone’s entire identity.

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Mehul Jain

@_mehul_jain

7 months

@kunalb11 Fascinating how many companies survive on vc money without any value or usp.

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Mehul Jain

@_mehul_jain

1 year

@Abh1navv

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Mehul Jain

@_mehul_jain

9 months

Something gives me a feeling that GPTs will be dead in sometime like plugins. A general purpose RAG solution is only good to wow people, but the more you use it, the more flaws you discover.

Chris Egan

@TheChrisEgan

9 months

GPTs are kinda ehhh.

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Mehul Jain

@_mehul_jain

10 months

As a CTO at @aidetic , having hired over 50 Data Scientists, I've got some valuable insights to share about acing those DS interviews. Let's dive in! 👇

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Mehul Jain

@_mehul_jain

1 year

@boristane Software is a multidimensional craft that includes design, collaboration, problem-solving, user experience, and continuous learning.

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Mehul Jain

@_mehul_jain

1 year

@C_P_Gurnani We took Sama’s comment to heart and launched our direct customer facing application. The base framework @getconvflow is for enterprises to build their private self hosted chatgpt like systems. is a direct customer facing application built on top of

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Mehul Jain

@_mehul_jain

9 months

So people talking about @OpenAI killed a bunch of startups. @sama released couple of wrappers and people going berserk. In my humble opinion, they did a great great job with foundation models, but applications side not so much. Their RAG, is not the best out there and it’s

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Mehul Jain

@_mehul_jain

1 year

@mustafasuleymn For people asking what are few ways to solve hallucinations: 1. Controlled generation: Implementing techniques to guide or control the output of the model can be helpful. For example, using prompt engineering or specifying constraints in the generation process. 2. Ensemble

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Mehul Jain

@_mehul_jain

1 year

@VaibhavSisinty This would affect lots of agencies and vendors in India. Loosely speaking smaller agencies have 1-2 months of runway. Companies in US will have to priorities who to pay, who not to pay, when to pay.

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Mehul Jain

@_mehul_jain

1 year

@codyschneiderxx We work with multiple such clients, where 3-4 engineers from our firm, at $15-16K per month, help startups build/maintain their complete product. Some of those startups have crossed Million $ ARR. Some have closed multiple enterprise clients. We have a cross functional team

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Mehul Jain

@_mehul_jain

1 year

In the last 6 years, we have successfully implemented AI in industries like sports, media, bfsi, accounting, retail, manufacturing etc We accepted the LLM challenge with @getconvflow a couple of months ago. The idea is to build domain specific LLMs for enterprise and provide

Moneycontrol

@moneycontrolcom

1 year

#StartUpsWithMC | @Zoho is currently developing its own large language model (LLM) comparable to #OpenAI 's GPT and #Google 's PaLM 2 models. Read for more details👇 #SridharVembu #ChatGPT #AI | @deepsekharc

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Mehul Jain

@_mehul_jain

1 year

@paraschopra Looking back, I used to believe that perfection and optimization were achievable on the first try. Now I know that iteration and improvement are essential for progress and growth.

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Mehul Jain

@_mehul_jain

1 year

We took Sama’s comment to heart and launched our direct customer facing application. The base framework @getconvflow is for enterprises to build their private self hosted chatgpt like systems. is a direct consumer facing application built on top of

CP Gurnani

@C_P_Gurnani

1 year

OpenAI founder Sam Altman said it’s pretty hopeless for Indian companies to try and compete with them. Dear @sama , From one CEO to another.. CHALLENGE ACCEPTED.

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Mehul Jain

@_mehul_jain

9 months

Landed our first paying customer @fabrichq_ai today, after a hard chase of 2 months. Perseverance pays off. Will keep moving forward with the same passion and vigour, building the best AI automation tool out there. First in our journey, many more to come. Super psyched for the

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Mehul Jain

@_mehul_jain

1 year

@sherjilozair Agreed. So many research directions are there to mention a few 1. Making transformers efficient to reduce computational complexity and improve memory efficiency. 2. Hybrid models: Combination of transformers with other architectures, such as convolutional neural networks (CNNs)

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Mehul Jain

@_mehul_jain

9 months

Thanks for the follow @bchesky .

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Mehul Jain

@_mehul_jain

1 year

Looking for @bubble developers for some paid consulting and development work. Need to upgrade a website and add more features. Please follow and dm your hourly pricing and past portfolio. #bubble #nocode #softwaredevelopment

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Mehul Jain

@_mehul_jain

1 year

@chandrarsrikant @svembu @deepsekharc In the last 6 years, we have successfully implemented AI industries like sports, media, bfsi, accounting, retail, manufacturing etc We accepted the LLM challenge with @getconvflow a couple of months ago. The idea is to build domain specific LLMs for enterprise and provide them

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Mehul Jain

@_mehul_jain

1 year

@aviralbhat If you're not using ChatGPT someone using it will replace you.

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Mehul Jain

@_mehul_jain

9 months

“It may just be a wrapper, but it’s a very small problem, openAI won’t build that”. Now that openAI has launched chat with PDFs and documents. What’s going to happen to all other chat with pdf tools? One good thing was that a lot of them were charging one time fee for

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Mehul Jain

@_mehul_jain

1 year

📣 Calling all fine-tuning enthusiasts! Let's dive into the world of LLM fine-tuning methodologies together. 🚀 What specific fine-tuning techniques or strategies have you found most effective when fine-tuning open source language models like LLAMA, Falcon or similar models for

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Mehul Jain

@_mehul_jain

9 months

“ @OpenAI ’s Custom GPTs are lame and overrated and not at all useful.” Tweets like these were flocking on the timeline, so I decided to run a small experiment, to get into the depth and understand the reasons behind these tweets and reasoning. Here are my thoughts: First

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Mehul Jain

@_mehul_jain

10 months

A staggering 80% of AI/ML projects don't make it to production? 🤯 It's a sobering statistic, and having overseen 150+ successful AI projects as the CTO of an AI consulting firm over the past 5 years, I've seen some common pitfalls. Let's explore the top mistakes and how to

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Mehul Jain

@_mehul_jain

7 months

Infosys in their Q3-FY24 press conference said “they have 1 lakh employees trained in generative AI”. In my experience of interviewing a lot of @Infosys developers with 2-3 yrs experience: 1. Most of them don’t even know git. 2. Have worked with just 2-3 python libraries. I am

Aditya Kondawar

@aditya_kondawar

7 months

Infosys Press Conference - -Have 1 lakh employee trained in Generative AI -Generative AI is seeing lot of interest No reco

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Mehul Jain

@_mehul_jain

1 year

Seeing people talk about Sama's comment all over twitter, but hardly any action. We have been working and experimenting with fine-tuned self LLMs for last couple of months. We launched a user facing app built with @getconvflow . Try it out here:

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Mehul Jain

@_mehul_jain

7 months

As a CTO at @aidetic_in , I have interviewed more than 500 candidates for DS roles, and have been interviewing for last 5 years before AI was cool. I have seen a lot of people making these mistakes. Here's what you can do to avoid them and make a lasting impact on the

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Mehul Jain

@_mehul_jain

1 year

@dwvicy Changing twitter handles to .ai

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Mehul Jain

@_mehul_jain

1 year

@TechBroDrip Sam To ModiJi: If you’re not using ChatGPT someone using it will replace you. Here are 10 prompts that can take your productivity out of the world 🚀

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Mehul Jain

@_mehul_jain

1 year

@malpani Well, passing a tough exam and recruitment process once in their life makes IAS officers fit for ruling us for the rest of their life because... they must have mastered the art of sitting in a chair for extended periods of time without losing their cool!

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Mehul Jain

@_mehul_jain

1 year

@rakyll Generative AI has democratized our ability to communicate with machines on a whole new level and getting complex things done with a level of ease. It feels like the power of high-level programming languages amplified.

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Mehul Jain

@_mehul_jain

7 months

@rajeshsawhney GenAI Trained Employees == Employees can now speak good English and write good prompts.

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Mehul Jain

@_mehul_jain

1 year

@VaibhavSisinty GP-Tea

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Mehul Jain

@_mehul_jain

1 year

@VaibhavSisinty Companies will prioritise paying employees before the vendors, Which means delays in payments. Agencies dont have investors, who can pool in money in case of emergency. Which mean layoffs.

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Mehul Jain

@_mehul_jain

7 months

Just talked to a data scientist with 1 year experience from an NIT. Was working for a big E-Commerce company. Resigned 2 months ago. Started looking for new jobs, without any luck. Starts a small side project, creates a Github repository. Changes LinkedIn title to Founder and

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Mehul Jain

@_mehul_jain

1 year

@elonmusk @stats_feed So will it be a Kubrick’s set inside one of the mega factory?

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Mehul Jain

@_mehul_jain

1 year

@mohakmangal Anyone building chatgpt response reviewer? Which basically integrates in input fields (emails/social media/etc) and looks for such errors.

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Mehul Jain

@_mehul_jain

1 year

@minchoi @jerryjliu0 @ivanmartit Building something very similar with We strongly believe that opensource LLMs finetuned on private data and hosted securely on enterprise VPCs are the way forward!

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Mehul Jain

@_mehul_jain

9 months

If India wins today, 20% discount to all new signups on @fabrichq_ai . @abhi_agarwal4 @ketan_mishra @abvijayvergiya Hope you guys don’t mind.

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Mehul Jain

@_mehul_jain

7 months

@kunalb11 I think at this point, it’s less of replacement and more of reinforcement.

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Mehul Jain

@_mehul_jain

1 year

Open source LLMs without fine-tuning and RLHF. 😂

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Mehul Jain

@_mehul_jain

7 months

Expedia’s chatbot. How are people actually dealing with prompt attacks? This could potentially cost thousands of dollars.

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Mehul Jain

@_mehul_jain

10 months

Are you able to justify @OpenAI costs? How are you even scaling openAI? @duolingo @khanacademy @stripe @MorganStanley What’s the current scale, in requests per min to @OpenAI ? Have you guys been offered better rates? Any plans on training your own llms?

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Mehul Jain

@_mehul_jain

1 year

@sabakarimm Provide apis for companies to build and scale their own private and customised chat gpt. Website is not yet ready, Planning to launch by end of this month. SAAS looking to integrate content search, information extraction and conversational interface in their application.

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Mehul Jain

@_mehul_jain

9 months

“Nothing more satisfying than silencing a crowd of 1.3 Lakh people.” - Pat Cummins India Vs Australia. Chills. #INDvsAUS

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Mehul Jain

@_mehul_jain

7 months

He got a big GPU!

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Mehul Jain

@_mehul_jain

1 year

@amasad Chaining: Ensemble of models, probably general to specific, for more accuracy. Retrieval: Extracting relevant information from various information sources mostly text Agent: Building applications to do tasks on your behalf. Hasn’t these been the goals for language related

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Mehul Jain

@_mehul_jain

1 year

No one gave us 10M$, let alone 100M. Still we went ahead with building what we think will be the future. @getconvflow provide domain specific language models and surrounding infra for LLM related operations like training, fine-tuning, testing, RLHF, deployment, monitoring etc.

CP Gurnani

@C_P_Gurnani

1 year

To all those who are asking.. Yes, the CHALLENGE IS ON! The purpose of this challenge is not one-upmanship or competition or headline hunting. It is a challenge to ourselves -- to push the frontiers of technology for nation building. I’ve always believed that AI is not

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Mehul Jain

@_mehul_jain

9 months

A snippet of the team email sent out today. If you want to achieve a little extra, you shouldn’t be afraid to put in a little extra.

Chandra R. Srikanth

@chandrarsrikant

9 months

Narayana Murthy says India's work culture must change: ‘Youngsters should work 70 hours a week' 😳

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Mehul Jain

@_mehul_jain

1 year

@sesigl - Over engineering - neglecting user experience - lack of modularity - lack of testing - poor error handling - inadequate error reporting - poor documentation - ignoring security And the list goes on.

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Mehul Jain

@_mehul_jain

1 year

Controversial Take: Recursively calling GPT-4 like AutoGPT does is a mistake. The AI errors and hallucinations just compound exponentially. No practical use for now, only over-hyped tweets from influencers desperate for followers.

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Mehul Jain

@_mehul_jain

10 months

Elevate your #SEO game effortlessly! I've crafted an automation that suggests SEO keywords and creates a 1-month #content calendar. For now, it's for personal use, but if this gets 100 likes, I’m willing to put in some work to make it public. Cant do this with #chatgpt

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Mehul Jain

@_mehul_jain

1 year

@VicVijayakumar The unfortunate situation with SVB is that it's not the affluent individuals who’ll suffer the dire consequences Instead, it's the numerous small companies that were obliged to maintain their funds in SVB. And even smaller companies in business with these companies. Deeply sad.

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Mehul Jain

@_mehul_jain

9 months

What if I say we have better RAG than @OpenAI ? Over last 2 months, we have been working hard to build this no-code AI automation tool @fabrichq_ai . The idea was to give AI capabilities in the hands of business users. We made @fabrichq_ai flexible enough to handle various RAG

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Mehul Jain

@_mehul_jain

1 year

This financial year, my AI Consulting business has achieved a monumental feat - we have skyrocketed our revenue by a whopping 129%, crossing the coveted $1 million mark! 💰

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Mehul Jain

@_mehul_jain

1 year

@vaibhavbetter I dont agree. We at aidetic are a team of data scientists working on cutting edge AI for last 5 years. All young , driven, passionate developers. None of us is PhD. Have worked with multiple data formats cv, nlp, speech, structured. Multiple industries retail, sports, real

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Mehul Jain

@_mehul_jain

10 months

AGI has been achieved internally. @sama commented after 7 years on Reddit and this is why he has to say. What’s going on? Will OAI announce AGI on Nov 6?

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Mehul Jain

@_mehul_jain

1 year

@marktenenholtz I run an AI consulting firm, focused primarily on building AI powered apps. We have been in business for last 6 years, worked with multiple startups across industries and geographies. One common pattern that i see is people starting with deep insights about the problem are the

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Mehul Jain

@_mehul_jain

10 months

Reverse countdown to AGI? Dealing with images is one thing, but the thought of models recognizing different chart types and grasping their intricacies is quite amusing! Blows my mind off! Imagine it understanding workflows and actually implementing them. Which is kind of what

Muratcan Koylan

@youraimarketer

10 months

ChatGPT image recognition is here and it is magical!

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Mehul Jain

@_mehul_jain

1 year

@DThompsonDev Have onboarded more than 40 developers, for web development, devops, data science, etc, in my team in last 2 years.

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Mehul Jain

@_mehul_jain

1 year

@vaibhavbetter We have grown our startup to 1M$ ARR without any external funding. Always operated with limited financial resources, with a mindset of extreme frugality and resilience, finding innovative ways to stretch our resources and make every penny count. One thing that we have learned

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Mehul Jain

@_mehul_jain

1 year

From chatbots to sentiment analysis, natural language processing (NLP) is everywhere! With @LangChainAI , a powerful Python library for NLP, you can unlock the potential of this technology and explore the possibilities of text data processing.

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Mehul Jain

@_mehul_jain

7 months

𝗔 𝘀𝗲𝗿𝗶𝗼𝘂𝘀 𝗿𝗲𝗾𝘂𝗲𝘀𝘁 𝘁𝗼 𝗮𝗹𝗹 𝗔𝗜 𝗽𝗿𝗮𝗰𝘁𝗶𝘁𝗶𝗼𝗻𝗲𝗿𝘀 𝗼𝘂𝘁 𝘁𝗵𝗲𝗿𝗲. Please don’t use LLMs in production for binary classification.

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Mehul Jain

@_mehul_jain

9 months

In the last 6 months, I’ve used X to close north of $50K in sales for my AI consulting firm. How? I built a social listening AI tool using Fabric that uses the X API and GPT-3.5 to give me 10-15 high intent leads every month. If this gets 500 likes, I’ll open it up for anyone

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Mehul Jain

@_mehul_jain

9 months

I think @sama and @OpenAI should work on making sure more and more systems go to production using their foundation models and not focus on building consumer apps and marketplace and app infrastructure around it. Make the models faster, better and cheaper. @OpenAI is making them

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Mehul Jain

@_mehul_jain

9 months

Want a free Custom GPT trained on @naval ’s wisdom? Will ingest his books, podcasts etc etc. No need to pay 20$ subscription. 200 likes and the bot is yours. Show some love. If you want free custom GPTs for anyone else like @elon , @sama @paulg etc. Feel free to drop that in

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Mehul Jain

@_mehul_jain

1 year

@MikeK_LA @SmokeAwayyy Aligning AI or Humans?

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Mehul Jain

@_mehul_jain

1 year

Manger - Production is down. What’s going on? Dev - MySQL server is down. Manager - Can we use someone else’s SQL? #mysql #softwaredevelopment #productmanager

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Mehul Jain

@_mehul_jain

11 months

@gauravmunjal How does unacademy ensure retention? By making sure people don’t clear exams? 😅

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Mehul Jain

@_mehul_jain

7 months

Can not stop laughing. Machine Learning:

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Mehul Jain

@_mehul_jain

1 year

@vkhosla Any other company you can see yourself working for your whole life or even 50% of it?

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Mehul Jain

@_mehul_jain

9 months

What one advice will you want to give to founders, launching their product, on the day of launch? #Twitter #Product

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Mehul Jain

@_mehul_jain

1 year

Looking for @Shopify developers, for a quick paid gig, on immediate basis! Follow and DM.

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Mehul Jain

@_mehul_jain

10 months

I can resonate very well with what @yoheinakajima is saying. We @fabrichq_ai are working on somewhat similar vision, but not limited to VCs. Every business, every function needs be tech enabled. AI and automation will be a major driving force in making that a reality.

Yohei

@yoheinakajima

10 months

A16Z hit the market saying “VCs don’t add value”, built a massive portfolio support back-end changed the VC landscape and made “value-add” standard. At Untapped, we’re saying “VCs are lazy and inefficient”, and AI and automation can solve that. We see large firms increasingly

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Mehul Jain

@_mehul_jain

10 months

We recently got rejected by @Accel Atoms program. Some of the criteria’s that they mentioned were competitive intensity, market size, distribution or technical moat, founding team’s experience, gtm etc. We have been doing AI consulting for last 5 years, before it was such a

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Mehul Jain

@_mehul_jain

1 year

@yoheinakajima - How do I parse and save tables or charts? - How do i tag documents with meta data? If same information is present in multiple documents how do I know which one is right? For ex quaterly reports. - What’s the right chunk size? - Do i take a last few exchanges and rewrite query

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Mehul Jain

@_mehul_jain

9 months

Hearing a lot of people are facing issues with the OpenAI APIs. That's what our customers at Fabric are telling us as well. Must be super hard for the OpenAI team to ensure API uptime considering what they've gone through in the last 2 days. But Fabric already has a native

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Mehul Jain

@_mehul_jain

7 months

A few big startups which died in 2023: Zestmoney - 2015, $121M Raised Zume - 2015, $445M Raised Veev - 2008, $597M Raised Ironnet - 2014, $400M Raised IRL - 2016, $200M Raised Fuzzy - 2016, $80M Raised Convoy - 2015, $1B+ Raised Braid - 2019, $10M Raised Do you know of more?

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Mehul Jain

@_mehul_jain

1 year

@heyeaslo 15 Mins Nap.

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Mehul Jain

@_mehul_jain

1 year

@debarghya_das This looks more like a human behaviour issue, rather than rational financial issue. Selling 10yrs low yield assets for 3yrs high yield assets would increase net interest margins. And they have good liquidity on books. If vcs and startups dont go super crazy about withdrawing

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Mehul Jain

@_mehul_jain

9 months

No one: People reaching out for job on linkedin:

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Mehul Jain

@_mehul_jain

9 months

@OpenAI Can we get an open source GPT-3, with pre-trained weights on dev day?

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Mehul Jain

@_mehul_jain

9 months

Even @OpenAI didn’t launch for the scale. Lesson for early stage founders here: Don’t build for scale on day 1. Maybe leave provision for 1 next update and be mindful of potential bottlenecks. If you have to scale that’s a good problem to have, but reaching out to

Sam Altman

@sama

9 months

usage of our new features from devday is far outpacing our expectations. we were planning to go live with GPTs for all subscribers monday but still haven’t been able to. we are hoping to soon. there will likely be service instability in the short term due to load. sorry :/

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Mehul Jain

@_mehul_jain

1 year

Been reading a lot on the open source language model llama. Here the step by step tutorial to create llama. A thread 🧵 #llama #opensource

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Mehul Jain

@_mehul_jain

1 year

With #Superhuman , my inbox is finally faster than my thoughts. It's like having a personal superhero for email management 🦸‍♂️💥 #productivityboost @Superhuman @rahulvohra

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Mehul Jain

@_mehul_jain

1 year

Have you heard about @FastAPI ? It's a modern, fast (hence the name), and easy-to-use Python web framework for building APIs in your Data Science project. If you haven't tried it yet, you're missing out on a great developer experience.

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Mehul Jain

@_mehul_jain

1 year

@mehran__jalali We are building @getconvflow for enterprises to be able to do so. It’s a framework which provides infrastructure and tools to support LLM related operations like data preparation, fine-tuning, RL, testing, deployment, versioning and monitoring etc. Basically it allows

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Mehul Jain

@_mehul_jain

7 months

All must have seen those interesting insights posted by @deepigoyal on the NYE, which drove huge engagement and turned a lot of eyeballs. Read on to find out wha't under the hood. How @zomato Supercharged Its Data Analytics with AWS Graviton? 🧵

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Mehul Jain

@_mehul_jain

1 year

@hnshah It’s easier to do analysis, criticise and do podcasts, than actually starting a sustainable business.

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Mehul Jain

@_mehul_jain

7 months

I am slowly taking on the Product role @fabrichq_ai , I come from the a Tech background. This is my first lesson, as a product manager: “Can’t afford to let product design be an afterthought.”

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Mehul Jain

@_mehul_jain

7 months

C++ devs when their thousand line code is .4 seconds faster than a 10 line python code.

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Mehul Jain

@_mehul_jain

10 months

What will be your one test to check if an AI model is conscious or actually intelligent and not just regurgitating stuff? AI advocates/enthusiasts/practitioners on twitter what do you think? @elonmusk @pmddomingos @ylecun @yoheinakajima @waitbutwhy @lexfridman @chamath

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Mehul Jain

@_mehul_jain

1 year

@seanjtaylor Not just AI chatbots, vector dbs could also be used for: 1. Visual search 2. Problems like face recognition 3. Recommendation systems etc. Basically for searching and matching problems.

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Mehul Jain

@_mehul_jain

1 year

Our company, Aidetic, has been featured in ET Tech by @EconomicTimes and it's a proud moment for our team! India will become a powerhouse for AI Consulting. And we're excited to be contributing to this mission 5 years and counting.

Advantage India as local companies ride ‘AI outsourcing’ wave

NSE-listed Latent View Analytics said their client conversations are up five times around GenAI use-cases since the launch of ChatGPT, while unicorn startup Fractal said its daily client queries...

economictimes.indiatimes.com

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Mehul Jain

@_mehul_jain

9 months

A thread listing down all current issues with @OpenAI Custom GPT. Feel free to comment any issue that you might have faced.

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Mehul Jain

@_mehul_jain

7 months

Comment with your most ambitious/outrageous goals for year 2024. I’ll start. Grow @fabrichq_ai to $5M ARR.

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Mehul Jain

@_mehul_jain

1 year

@sama @BAAIBeijing What’s your ultimate agenda with this world tour? And why now? Are you lobbying regulations?

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Mehul Jain

@_mehul_jain

2 years

I'll share a full blog written by our team of experts on how Startups and Small -Business Enterprises can deal with 12-14 hours of server outage and save themselves from going bonkers. Please feel free to engage, I'll reach out personally. #instagramdown #Instagram

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Mehul Jain

@_mehul_jain

1 year

@gdb And LLMs be like

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