Arnab ,
Many thanks for your call and for the support that you offered to improve
www.IndiaAGI.ai
I now await links for downloading APIs for PARAM ( LLM ) and your TTS for 22
Indian languages
My developer colleague Kishan will try his best to integrate these in our
platform. Should he run into any problem , I request you to guide him
We will certainly provide credit to BharatGEN for this support
Please keep me informed re: any new developments in these
I will mark for you , my planned projects for :
> ROTE ( Reduction of Transport Emission )
> SEEM ( Save Energy : Earn Money )
Both of these are designed as student projects for COMPUTER SIMULATION ,
using Synthetic Data for a kind of Sandbox Experiments
With regards,
Hemen Parekh
-----Original Message-----
From: Arnab Bhattacharya [mailto:arnabb@cse.iitk.ac.in]
Sent: 25 June 2025 14:04
To: Hemen Parekh <hcp@recruitguru.com>
Cc: kokalkishan.official@gmail.com
Subject: Re: Help me serve
My mobile number is 9793487116.
I should be free at 11:30am tomorrow.
Thank you.
Regards,
Arnab
--
Arnab Bhattacharya
অর্ণব ভট্টাচার্য
Professor,
Dept. of Computer Science and Engineering, Indian Institute of Technology,
Kanpur.
On 25/06/25 2:02 pm, Hemen Parekh wrote:
> Dear Arnab ,
>
> Please share your mobile no and your convenience ( date / time ) ,
> when I should call you
>
> With regards,
>
> Hemen Parekh
>
> *From:*arnabb [mailto:arnabb@cse.iitk.ac.in
> <mailto:arnabb@cse.iitk.ac.in>
> *Sent:* 25 June 2025 08:55
> *To:* Hemen Parekh <hcp@recruitguru.com <mailto:hcp@recruitguru.com>>
> *Cc:* kokalkishan.official@gmail.com
> <mailto:kokalkishan.official@g
> <mailto:vishesh@incomegroup.in
> *Subject:* RE: Help me serve
>
> Sure Hemen Mahodaya!
>
> It will be my pleasure to talk to you.
>
> Thank you.
>
> Regards,
>
> Arnab
>
> --
>
> Arnab Bhattacharya
>
> অর্ণব ভট্টাচার্য
>
> Professor,
>
> Dept. of Computer Science and Engineering,
>
> Indian Institute of Technology Kanpur
>
> -------- মূল বার্তা --------
>
> থেকে: Hemen Parekh <hcp@recruitguru.com <mailto:hcp@recruitguru.com>>
>
> তারিখ: 25/6/25 7:24 AM (GMT+05:30)
>
> প্রতি: arnabb <arnabb@cse.iitk.ac.in <mailto:arnabb@cse.iitk.ac.in>
>
> Cc: kokalkishan.official@gmail.com
> <mailto:kokalkishan.official@g
> <mailto:vishesh@incomegroup.in
>
> বিষয়: RE: Help me serve
>
> Dear Arnab ,
>
> At my age ( completing 92 on this Friday – 27^th ) , each day I get up
> in morning, is a good day
>
> My phone is 98,67,55,08,08 . Please save it on your mobile so that
> when I call you, you do not think it is fraud / spam
>
> Please share your number with me and let me know when ( date / time )
> should I call you
>
> As regards your suggestions ( in your earlier mail ) are concerned , I
> will pass onto my developer colleague Kishan to do the needful
>
> With regards,
>
> Hemen Parekh / Mumbai / www,HemenParekh.ai
>
> *From:*arnabb [mailto:arnabb@cse.iitk.ac.in
> <mailto:arnabb@cse.iitk.ac.in>
> *Sent:* 24 June 2025 22:38
> *To:* Hemen Parekh <hcp@recruitguru.com <mailto:hcp@recruitguru.com>>
> *Subject:* RE: Help me serve
>
> Can we discuss some day?
>
> Thank you.
>
> Regards,
>
> Arnab
>
> --
>
> Arnab Bhattacharya
>
> অর্ণবভট্টাচার্য
>
> Professor,
>
> Dept. of Computer Science and Engineering,
>
> Indian Institute of Technology Kanpur
>
> -------- মূলবার্তা--------
>
> থেকে: Hemen Parekh <hcp@recruitguru.com <mailto:hcp@recruitguru.com>>
>
> তারিখ: 23/6/25 9:08 AM (GMT+05:30)
>
> প্রতি: umeshs@ee.iitm.ac.in <mailto:umeshs@ee.iitm.ac.in>,
> rohit@iitmandi.ac.in <mailto:rohit@iitmandi.ac.in>,
> mohanr@bme.aaiaaiteehech.ac.in
> <mailto:mohanr@bme.aaiaaiteehe
> ravi.kiran@iiit.ac.in <mailto:ravi.kiran@iiit.ac.in>
> kama@cse.iitm.ac.in <mailto:kama@cse.iitm.ac.in>, arnabb@iitk.ac.in
> <mailto:arnabb@iitk.ac.in>, arnabb@cse.iitk.ac.in
> <mailto:arnabb@cse.iitk.ac.in>
> <mailto:maunendra@iith.ac.in>
>
> Cc: kokalkishan.official@gmail.com
> <mailto:kokalkishan.official@g
> <hcp@recruitguru.com <mailto:hcp@recruitguru.com>>, System
> Administrator <systemadmin@3pconsultants.co.
> <mailto:systemadmin@3pconsulta
>
> বিষয়: RE: Help me serve
>
> Dear Professors :
>
> I am resending my following request , assuming that , it might have
> escaped your attention earlier
>
> I invite you to visit and experience > www.IndiaAGI.ai <http://
> www.IndiaAGI.ai> < whose UNIQUE-ness consists of :
>
> Ø It is the only platform where 5 LLMs ( ChatGPT – Gemini – Grok –
> Claude and Deepseek ) “ Collaborate “ to deliver a CONSENSUS ANSWER to
> any of your questions
>
> Ø You can TYPE or ASK ( by TALKING ) your Question – and also LISTEN (
> HEAR ) the answer
>
> ØYou can choose from 26 Languages ( including , HINDI – GUJARATI –
> MARATHI – BENGALI – TAMIL – TELUGU – KANNADA – MALAYALAM )
>
> ØAnswer will contain HYPERLINKS to REFERENCE ARTICLES searched on the
> internet
>
> ØThere is NO REGISTRATION- LOGIN requirement
>
> ØIt is totally FREE
>
> I await your favourable reply
>
> With regards,
>
> Hemen Parekh
>
> *From:*Hemen Parekh [mailto:hcp@recruitguru.com
> <mailto:hcp@recruitguru.com>]
> *Sent:* 12 June 2025 17:26
> *To:* 'umeshs@ee.iitm.ac.in <mailto:umeshs@ee.iitm.ac.in>'
> <umeshs@ee.iitm.ac.in <mailto:umeshs@ee.iitm.ac.in>>
> 'rohit@iitmandi.ac.in <mailto:rohit@iitmandi.ac.in>'
> <rohit@iitmandi.ac.in <mailto:rohit@iitmandi.ac.in>>
> 'mohanr@bme.aaiaaiteehech.ac.i
> <mohanr@bme.aaiaaiteehech.ac.i
> <mailto:mohanr@bme.aaiaaiteehe
> <mailto:ravi.kiran@iiit.ac.in>
> <mailto:ravi.kiran@iiit.ac.in>
> <mailto:kama@cse.iitm.ac.in>' <kama@cse.iitm.ac.in
> <mailto:kama@cse.iitm.ac.in>>; 'arnabb@iitk.ac.in
> <mailto:arnabb@iitk.ac.in>' <arnabb@iitk.ac.in
> <mailto:arnabb@iitk.ac.in>>; 'arnabb@cse.iitk.ac.in
> <mailto:arnabb@cse.iitk.ac.in>
> <mailto:arnabb@cse.iitk.ac.in>
> <mailto:maunendra@iith.ac.in>' <maunendra@iith.ac.in
> <mailto:maunendra@iith.ac.in>>
> *Cc:* 'kokalkishan.official@gmail.co
> <mailto:kokalkishan.official@g
> <kokalkishan.official@gmail.co
> 'Hemen Parekh'
> <hcp@recruitguru.com <mailto:hcp@recruitguru.com>>
> *Subject:* Help me serve
>
> Dear Professors ( BharatGen Consortium <https://bharatgen.tech/> )
>
> Prof Ganesh Ramakrishnan , IIT Bombay
>
> Prof S Umesh , IIT Madras [ umeshs@ee.iitm.ac.in
> <mailto:umeshs@ee.iitm.ac.in> ]
>
> Prof Rohit Saluja , IIT Mandi [ rohit@iitmandi.ac.in
> <mailto:rohit@iitmandi.ac.in> ]
>
> Prof Mohan Raghavan , IIT Hyderabad [ mohanr@bme.aaiaaiteehech.ac.in
> <mailto:mohanr@bme.aaiaaiteehe
>
> Prof Ravi Kiran , IIT Hyderabad [ ravi.kiran@iiit.ac.in
> <mailto:ravi.kiran@iiit.ac.in>
>
> Dr Madhusudhanan Baskaran , IIT Madras
>
> Prof V Kamakoti , IIT Madras [ kama@cse.iitm.ac.in
> <mailto:kama@cse.iitm.ac.in> ]
>
> Prof Arnab Bhattacharya , IIT Kanpur [ arnabb@iitk.ac.in
> <mailto:arnabb@iitk.ac.in>/ arnabb@cse.iitk.ac.in
> <mailto:arnabb@cse.iitk.ac.in>
>
> Prof Maunendra Desarkar , IIT Hyderabad [ maunendra@iith.ac.in
> <mailto:maunendra@iith.ac.in>]
>
> Prif Aditya Maheshwari , IIM Indore
>
> Dear BharatGen Team,
>
> Subject: Request for BharatGen Param-1 LLM API Integration with
> IndiaAGI
>
> I am writing on behalf of www.IndiaAGI.ai <http://www.IndiaAGI.ai>
>
> , a collaborative AI platform dedicated to delivering
> consensus-driven, culturally relevant solutions for
>
> Indian users
>
> We are inspired by BharatGen’s pioneering work in developing Param-1,
> bilingual LLM tailored for India’s
>
> linguistic and cultural diversity.
>
> From your website I quote :
>
> “The creation of an ecosystem of companies that can leverage this work
> to launch products and applications
>
> for Indiaand the global south at large. “
>
> We seek to integrate the *Param-1 LLM API* into
>
> www.IndiaAGI.ai <http://www.IndiaAGI.ai>
>
> , to enhance our platform’s capabilities and position Param-1 as a
> leading choice for developers crafting
>
> India-centric AI applications.
>
> IndiaAGI’s mission is to synthesize insights from multiple LLMs,
> including global models like ChatGPT,
>
> Gemini, Claude, Grok, and DeepSeek , to provide accurate, contextually
> rich responses.
>
> By integrating Param-1, we aim to leverage its 25% Indic data and
> multilingual strengths *to better serve*
>
> **
>
> *Indian users, particularly in underrepresented languages like Hindi,
> Marathi, Tamil, and other*s.
>
> This collaboration aligns closely with BharatGen’s vision of fostering
> an *inclusive AI ecosystem*, as
>
> outlined below:
>
> *Parameter*
>
>
>
> *BharatGen Param-1*
>
>
>
> *IndiaAGI*
>
> Cultural Relevance
>
>
>
> Built with 25% Indic data for India-specific contexts
>
>
>
> Prioritizes culturally aligned consensus answers
>
> Multilingual Support
>
>
>
> Supports English, Hindi, and 19 Indian language speech models
>
>
>
> Delivers responses in 20+ languages, including Hindi, Tamil, etc.
>
> Data Sovereignty
>
>
>
> Emphasizes India-centric data curation
>
>
>
> Focuses on privacy and local data relevance
>
> Developer Accessibility
>
>
>
> Open for fine-tuning via AIKosha
>
>
>
> Open-source platform for developer collaboration
>
> Innovation Ecosystem
>
>
>
> Enables chatbots, copilots, and knowledge systems
>
>
>
> Supports diverse AI tools and applications
>
> National Impact
>
>
>
> Aligns with Atmanirbhar Bharat vision
>
>
>
> Aims to solve national challenges via AI
>
> Integrating *Param-1* into IndiaAGI will amplify its visibility among
> developers, positioning it as a “most
>
> sought-after” Indian LLM.
>
> Our platform’s consensus engine, which combines outputs from multiple
> LLMs, will showcase *Param-1’s*
>
> **
>
> *strengths*in bilingual and culturally nuanced tasks, encouraging
> developers to build applications like Indic
>
> chatbots, voice-first tools, and knowledge systems.
>
> This partnership will also *drive adoption of BharatGen’s models
> through IndiaAGI’s open-source *
>
> **
>
> *community, fostering innovation and collaboration.*
>
> **
>
> We kindly request access to the *Param-1 LLM API*and any relevant
> documentation to explore this
>
> integration.
>
> Our developer, Kishan, is prepared to collaborate with your team to
> ensure seamless implementation. We
>
> believe this partnership will strengthen India’s AI ecosystem and
> advance our shared goal of inclusive,
>
> impactful technology.
>
> Thank you for considering our request. We look forward to your
> response and the opportunity to work
>
> together.
>
> Sincerely,
>
> Hemen Parekh <https://www.linkedin.com/in/h
> originalSubdomain=in>
>
> www.hemenparekh.ai <http://www.hemenparekh.ai>/ www.hemenparekh.in
> <http://www.hemenparekh.in>/ www.My-Teacher.in <http://www.My-
> Teacher.in>/ 12 June 2025
>
> hcp@RecruitGuru.com <mailto:hcp@RecruitGuru.com>
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