18 subscribers
Treceți offline cu aplicația Player FM !
BRAVE Southeast Asia Tech: Singapore, Indonesia, Vietnam, Philippines, Thailand & Malaysia Startups, Founders & Venture Capital VC (English)
«
»
Yudara Kularathne: D*ck Pics for Science, Child Emergency Doctor to AI Founder & Model Training vs. Regulatory Affairs - E523
Manage episode 461146646 series 3243141
Yudara Kularathne, CEO & Cofounder of HeHealth, and Jeremy Au discussed:
1. D*ck Pics for Science: Yudara described the progress of HeHealth, an AI-powered men’s health app launched in 2022. The app helps users detect sexually transmitted infections (STIs) by analyzing images. Within two weeks of its release, the app received over 20,000 downloads globally, including from countries like Uzbekistan and Kazakhstan. Yudara recounted a case where a user with monkeypox contributed 150 detailed images documenting his condition over two weeks to help improve the app’s diagnostic accuracy. This approach leveraged community contributions to create robust, annotated datasets while adhering to ethical guidelines.
2. Child Emergency Doctor to AI Founder: Yudara reflected on his journey from managing over 10,000 cases as a pediatric emergency doctor to founding HeHealth. During his time at Sengkang General Hospital, he built a dedicated pediatric emergency department with support from KK Women’s and Children’s Hospital. The COVID-19 pandemic disrupted hospital workflows and inspired him to address healthcare gaps. He cited a personal encounter in 2019, when a friend mistakenly believed he had HIV and considered suicide, as the moment that fueled his commitment to bridging stigma-driven healthcare disparities through technology.
3. Model Training vs. Regulatory Affairs: Yudara emphasized the balance between building AI models and navigating regulations. HeHealth used incremental data collection and synthetic data to improve accuracy and reduce biases, particularly for underrepresented groups. In 2023, HeHealth faced a $50 million FTC lawsuit in the U.S., citing privacy concerns about sensitive user data. Using AI tools for legal strategy and transparent communication, Yudara successfully resolved the case within two months. He highlighted how innovation often outpaces regulation and the importance of proactive collaboration with regulators to mitigate risks.
Jeremy and Yudara also talked about the role of synthetic data in addressing racial biases in AI healthcare tools and the challenges of scaling health tech in emerging markets.
Watch, listen or read the full insight at https://www.bravesea.com/blog/yudara-kularathne
Get transcripts, startup resources & community discussions at www.bravesea.com
WhatsApp: https://whatsapp.com/channel/0029VakR55X6BIElUEvkN02e
TikTok: https://www.tiktok.com/@jeremyau
Instagram: https://www.instagram.com/jeremyauz
Twitter: https://twitter.com/jeremyau
LinkedIn: https://www.linkedin.com/company/bravesea
English: Spotify | YouTube | Apple Podcasts
Bahasa Indonesia: Spotify | YouTube | Apple Podcasts
Chinese: Spotify | YouTube | Apple Podcasts
Vietnamese: Spotify | YouTube | Apple Podcasts
541 episoade
Manage episode 461146646 series 3243141
Yudara Kularathne, CEO & Cofounder of HeHealth, and Jeremy Au discussed:
1. D*ck Pics for Science: Yudara described the progress of HeHealth, an AI-powered men’s health app launched in 2022. The app helps users detect sexually transmitted infections (STIs) by analyzing images. Within two weeks of its release, the app received over 20,000 downloads globally, including from countries like Uzbekistan and Kazakhstan. Yudara recounted a case where a user with monkeypox contributed 150 detailed images documenting his condition over two weeks to help improve the app’s diagnostic accuracy. This approach leveraged community contributions to create robust, annotated datasets while adhering to ethical guidelines.
2. Child Emergency Doctor to AI Founder: Yudara reflected on his journey from managing over 10,000 cases as a pediatric emergency doctor to founding HeHealth. During his time at Sengkang General Hospital, he built a dedicated pediatric emergency department with support from KK Women’s and Children’s Hospital. The COVID-19 pandemic disrupted hospital workflows and inspired him to address healthcare gaps. He cited a personal encounter in 2019, when a friend mistakenly believed he had HIV and considered suicide, as the moment that fueled his commitment to bridging stigma-driven healthcare disparities through technology.
3. Model Training vs. Regulatory Affairs: Yudara emphasized the balance between building AI models and navigating regulations. HeHealth used incremental data collection and synthetic data to improve accuracy and reduce biases, particularly for underrepresented groups. In 2023, HeHealth faced a $50 million FTC lawsuit in the U.S., citing privacy concerns about sensitive user data. Using AI tools for legal strategy and transparent communication, Yudara successfully resolved the case within two months. He highlighted how innovation often outpaces regulation and the importance of proactive collaboration with regulators to mitigate risks.
Jeremy and Yudara also talked about the role of synthetic data in addressing racial biases in AI healthcare tools and the challenges of scaling health tech in emerging markets.
Watch, listen or read the full insight at https://www.bravesea.com/blog/yudara-kularathne
Get transcripts, startup resources & community discussions at www.bravesea.com
WhatsApp: https://whatsapp.com/channel/0029VakR55X6BIElUEvkN02e
TikTok: https://www.tiktok.com/@jeremyau
Instagram: https://www.instagram.com/jeremyauz
Twitter: https://twitter.com/jeremyau
LinkedIn: https://www.linkedin.com/company/bravesea
English: Spotify | YouTube | Apple Podcasts
Bahasa Indonesia: Spotify | YouTube | Apple Podcasts
Chinese: Spotify | YouTube | Apple Podcasts
Vietnamese: Spotify | YouTube | Apple Podcasts
541 episoade
Toate episoadele
×
1 VC Decision Making: Sequential Bets, Navigating Market Exits & Addressing Regulatory Challenges - E542 16:52

1 Yuying Deng: Esevel's Product Iteration Strategy, Mastering Delegation & Parent Founder Learnings - E541 38:46

1 Southeast Asia Startup Evolution, eFishery’s $100M Capital Burn Lessons & Private Equity Style VC Insights with Mohan Belani - E540 59:08

1 Blitzscaling: Uber vs. Lyft, First-Mover Traps & VC Power Laws - E539 26:55

1 Jeraldine Phneah: Journalism to Tech Sales, Enterprise Sales vs. Content Creation Gender Bias & Building an Authentic Online Persona - E538 33:53

1 Trump’s Trade War Acceleration, $100M DeepSeek Ban Proposal & Grab-GoTo Merger Talks - E537 36:33

1 How eFishery Fooled Investors, Informal Business Practices, Agritech Future – E536 31:41

1 Viktor Kyosev: Navigating Startup Failure, Greenhouse Founder to Docquity Chief of Staff & Southeast Asia Startups Integrity Risks - E535 45:31

1 Indonesia eFishery Unicorn Scandal Q&A, Fraud, Due Diligence & Governance Failures & Toxic Founder Pressure & Temptations - E534 48:23

1 Southeast Asia Series B Valley of Death & VC Bet Market Timing - E533 23:46

1 Jingjing Zhong: AI Impact on Service Businesses, CRM vs. RAG Reality, Founder Productivity Lifestyle - E532 52:23

1 Startup Unicorn GDP Per Capita Time Machine & VC as Olympic Coaches - E531 49:55

1 Startup Customer Personas & Long Game Marketing– E530 35:56

1 Nicolas Bivero: 8-Year Side Hustle to Full-Time Founder at 44, Japan Intern to Philippines Director and PEO Industry for Filipino Talent - E529 37:18

1 GDP Per Capita vs. Unicorns, Interest Rate Liquidity Lever & Localized Approached - E528 31:16
Bun venit la Player FM!
Player FM scanează web-ul pentru podcast-uri de înaltă calitate pentru a vă putea bucura acum. Este cea mai bună aplicație pentru podcast și funcționează pe Android, iPhone și pe web. Înscrieți-vă pentru a sincroniza abonamentele pe toate dispozitivele.