Netratvshaala

Netratvshaala aspires to create young, talented leaders in every walk of life, all over the country.

[Ramanuj Mukherjee @law_ninja]

A doctor from Nagpur told me something about how she is implementing AI in her clinic that amazed me.

She runs a small clinic. 15 years of practice. 40 patients a day. Her biggest problem was never diagnosis. It was follow-up. Patients would come in, get a prescription, and disappear. Half would not complete their medication. Some would not come back for follow-up. A few would show up months later with the same problem, worse.

She tried everything. Reminder calls. SMS. A register. Nothing worked. Her assistant forgot. Patients ignored SMS. The register got outdated by Thursday.

Then she figured something out.

Her patients would not read text messages. But they would listen to a WhatsApp voice note in Marathi. Something about hearing a voice felt personal in a way text did not.

She also knew that in many homes the husband controls the wife's phone. So the message had to make sense if someone else opened it. Each patient chose their own follow-up phrase during the first visit.

And she knew compliance collapses between day 4 and day 7. Not later. The intervention has to hit on day 4. By day 7 it is too late.

She built this using Claude. No code. No developer. WhatsApp voice notes in Marathi on day 4, day 6, and day 10. Personalized. Follow-up compliance went from 40% to over 75%.

No engineer could have built this.

Not because it is technically hard. Any developer could build it in a weekend. Because no engineer would have known to build it this way.

Voice note instead of text. Marathi instead of Hindi. Husband controlling the phone. Custom phrase at first visit. Day 4 intervention window. Every design decision came from 15 years of watching patients in Vidarbha not come back.

That is domain knowledge. It does not exist in any dataset or AI course.

India produces 1.5 million engineers a year. Huge numbers learning AI. "AI/ML enthusiast." "Prompt engineering certified."

A lot of people know how AI works but have no idea how any industry actually works.

The engineer builds for the problem they imagine. The domain expert builds for the problem that exists.

I have seen this in legal. Engineers built beautiful AI tools for lawyers.

Technically impressive. Lawyers do not use them. Because a lawyer's real problem is tracking 150 hearing dates across 4 courts while managing a clerk absent half the time.

A CA who filed 500 GST returns knows where errors happen. A teacher who taught 10,000 students knows the problem is not content but attention. No engineer in HSR Layout designs for a student with a shared phone studying between 9 and 11 pm.

India has an advantage nobody talks about. Millions of English-speaking domain experts carrying decades of ground-level knowledge. Globally rare. And almost nobody is training them to use AI.

India does not have an AI talent shortage. It has domain experts who think they are not "technical enough."

They are wrong.

[NCW @NCWIndia]

“शक्ति संवाद” कार्यक्रम के अंतर्गत आज “यशोदा एआई” पर एक विशेष सत्र आयोजित किया गया, जिसमें श्री प्रणव द्विवेदी ने साइबर सुरक्षा, आर्टिफिशियल इंटेलिजेंस के लाभ-हानि, उपयोगी टूल्स और सभी के लिए डिजिटल सेवाओं की समान पहुंच पर जानकारी साझा की। यह सत्र राज्य महिला आयोगों के प्रतिनिधियों के लिए आधिकारिक कार्यों को सरल बनाने और सुरक्षित साईबर स्पेस बनाने की दिशा में उपयोगी सिद्ध होगा।

#ShaktiSamvad #YASHODAAI #NCW #CyberAwareness #DigitalEmpowerment

[Netratvshaala @netratvshaala]

In 2024, Netratvshaala and @ai_inclusive' Deepfake Detection Workshop in Shrawasti trained police to fight election misinformation with AI.
1st in India, it won the Silver Polaris Award in London!

#ShrawastiToLondon #AIforGood

[Netratvshaala @netratvshaala]

@Uppolice @shravastipolice Thank you for the chance to collaborate on this amazing cause. @shravastipolice

[Netratvshaala @netratvshaala]

Thank you for the opportunity to collaborate and create a campaign for global impact and recognition @shravastipolice and SP , shri Ghanshyam Chaurasia ji.

@Uppolice @pranavdwivedi_ @sagarvishnoi

[UP POLICE @Uppolice]

From Local Roots to Global Recognition. 🌐

@shravastipolice has been honoured with the Silver Polaris Award 2025 at the Polaris Leadership Summit, London — becoming the first district in India to receive international recognition in the Anti-Disinformation category.

Awarded for its innovative Deepfake Detection Campaign 2024, the initiative showcased how AI, awareness, and civic participation can combat misinformation at the grassroots level.

Recognised globally as a benchmark in using ‘AI for Good’, the campaign is now being seen as a model for electoral transparency and public trust.

Under the leadership of SP Ghanshyam Chaurasia, and with support from Netritvshala and Inclusive AI, the effort evolved into a full-scale cyber education movement — proving that even the smallest districts can lead with the biggest ideas.

#PolarisAward2025 #AIforGood #CyberSmartUP #DigitalIndia

[Netratvshaala @netratvshaala]

@UPpolice took the first step and @Shravastipolice organised two days ‘world’s first deepfake detection workshop for elections’with @inclusiveai, a unit of @netratvshaala .

[Shravasti Police @shravastipolice]

श्रावस्ती पुलिस ने आर्टिफिशियल इंटेलिजेंस 'AI' द्वारा बनाए गए डीपफेक को समझने हेतु विश्व की पहली डीपफेक डिटेक्शन कार्यशाला का आयोजन किया।
मुख्य अतिथि #DMSVI कृतिका शर्मा व #SPSVI श्री घनश्याम चौरसिया की उपस्थित विशेष रही।
@ai_inclusive, नेतृत्वशाला की टीम ने प्रशिक्षण दिया।

[Netratvshaala @netratvshaala]

The Online Live Learning portal is primarily focused on working professionals, where-in they want to draw in the most needed and urgent impact of quality education.
#onlinelearning #education #learning #eLearning

[Netratvshaala @netratvshaala]

Anubhav Gupta, in the year 2012, started his online apparel startup "Rigo International" at the age of 22 with an initial investment of Rs 2.5 lakh and a current turnover of Rs. 30 crores.

Website: https://t.co/dsl98OFmMX

#technology #business #startup #ecommercebusiness

[Netratvshaala @netratvshaala]

Ramya started RNR Donne Biryani along with her sister Shweta an investment of Rs 5 lakh, a single cook, and a couple of assistants. Just a year and a half later, RNR has crossed a turnover of Rs 8 crore.

#zomato #swiggy #foodie #food #foodblogger #instafood

[Netratvshaala @netratvshaala]

Pune-based Rupali Kakade and Mohit Rathod co-founded an organic dairy products startup, “Truly Desi” in 2018. Truly Desi is an initiative led by GauEcoGram Agro Vikas Producer Limited Company
Website: https://t.co/xL5Qnbo5Tu

#dairyproducts #milkdelivery #dairyfarm #trulydesi

[Netratvshaala @netratvshaala]

Restaurants and food aggregators Zomato and Swiggy have been at loggerheads – despite still working together – when it comes to two things: commissions and data sharing.
#zomato #swiggy #foodie #food #foodblogger #instafood

[Netratvshaala @netratvshaala]

Sunyata hotel in Chikmagalur, Karnataka, is a sustainable structure with brick walls and coconut shells and a pot filler roof. The hotel also incorporates systems for collecting rainwater, greywater, and solar energy.
Website: https://t.co/S8GTUpAElw
#waterharvesting #ecofriendly

[Netratvshaala @netratvshaala]

#motivationalquotes #business #instagood #motivation

[Netratvshaala @netratvshaala]

The Zerodha co-founder opened up about his journey to Humans of Bombay and said that he began stock trading properly when his father gave him some of his savings and told him to "manage it".
#zerodha #nifty #upstox #sharemarket #stockmarket

[Netratvshaala @netratvshaala]

Nava Design & Innovation Pvt Ltd, founded by Kochi native Charles Vijay Varghese, has developed SAPER, the "world's first coconut sap tapping robot."

Website: https://t.co/o4Tkvxc8Qd

#agritech #farminglife #farmer #Innovation #Technology

[Netratvshaala @netratvshaala]

Whenever the vision got blurred, Peyush Bansal adjusted his focus. In a decade, he's built Lenskart into India's largest eyewear company and a profitable unicorn.

#lenskart #lenskarteyewear #shoplenskart #eyewear #lenskartindia

[Netratvshaala @netratvshaala]

"A man is but a product of his thoughts. What he thinks he becomes.” - Mahatma Gandhi — the father of our nation — the chief advocate of ahimsa and satyagraha.

#gandhijayanti #mahatmagandhi #india

[Netratvshaala @netratvshaala]

Do you agree with Anubhav Dubey, the founder and CEO of Chai Sutta Bar?

#startupdays #struggles #entrepreneurshipmindset #entrepreneurmotivation #businessupdates

[Netratvshaala @netratvshaala]

#startup #instagram #instagood #business

[Netratvshaala @netratvshaala]

Drone startup ideaForge, is reportedly considering filing for an initial public offering (IPO) in 2023. As reported by Bloomberg, ideaForge is planning to raise about $125 million with its IPO, at a valuation of $700 million. ideaForge had last raised $20 million in April 2022.