deepfake-detection
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Adriana Gil Miner Has Spent a Career Making Data Speak. Now She Is Teaching Us Which Voices to Trust.
The arts-minded daughter of two engineers built her career finding human stories in numbers. At Pindrop, that instinct has led her to a harder question: what happens when a familiar voice is no longer proof of a familiar person?
Clarissa Cerda Learned to Navigate the Gray. Now the Gray Can Talk Back.
The former White House lawyer has spent three decades where technology outruns the rulebook. At Pindrop, she is helping decide what trust should mean when a familiar voice may be synthetic.
Vijay Balasubramaniyan Is Teaching Machines to Hear the Lie
A declined credit card sent a Georgia Tech researcher hunting for truth in the noise. Fifteen years later, his old question - who is really speaking? - has become the defining riddle of synthetic media.
Milind Borkar
Milind Borkar is the founder and CEO of Illuma, a Plano, Texas company that uses passive voice biometrics and synthetic-voice detection to authenticate callers and stop phone-channel fraud at credit unions and community banks. He holds a PhD in electrical and computer engineering from Georgia Tech, is named on 21 patents, and spent a decade at Texas Instruments launching more than 50 products before founding Illuma in 2016.
Piyush Verma
Piyush Verma is the co-founder and CEO of Neural Defend, an AI cybersecurity startup that detects deepfakes across video, audio, images, and real-time streams. A two-time founder and former MIT, Harvard, and Tsinghua researcher, he previously built Manush Labs, an impact accelerator backed by billionaire Desh Deshpande, and founded the MIT India Initiative. A Forbes 30 Under 30 honoree and MIT Tata Fellow trained in design at IIT Delhi, Verma now works to defend real human identities against synthetic deception, with Neural Defend raising $600K in pre-seed funding and partnering with Zee News on India's first media-led deepfake verification system.
Luke Arrigoni
Luke Arrigoni is the founder and CEO of Loti, a Seattle startup that hunts the internet for deepfakes, impersonators, and unauthorized images of its users and gets them taken down - usually within 17 hours. A mathematics graduate turned data scientist, he spent over a decade running the AI consultancy Arricor for clients like Getty Images and AT&T before co-founding Loti in 2022 with his wife Rebekah Arrigoni. The company scans roughly 100 million images and videos a day, has captured a large share of the A-list celebrity market, raised a $16.2M Series A led by Khosla Ventures, and now offers free likeness protection to everyday people.
Ricardo Amper
Ricardo Amper is the Founder and CEO of Incode Technologies, a San Francisco-based AI-powered identity verification unicorn valued at $1.25 billion. A Mexican-born serial entrepreneur with two prior exits totaling ~$200 million, Amper built Incode from a near-failed social media startup into a global leader in biometric authentication and KYC/AML compliance — processing over 4 billion identity checks for clients including Citi, Nubank, Ford Credit, and government agencies. He is a World Economic Forum Technology Pioneer contributor, a champion of Gen Z hiring, and the driving force behind Incode's DeepSight deepfake-detection platform.
Jake Seid
Jake Seid is Co-Founder and General Partner at Ballistic Ventures, a cybersecurity-only venture capital firm managing over $700M in assets. A MIT-trained engineer with the school's highest student honor, he helped commercialize broadband at Cisco, launched Lightspeed Venture Partners as a founding team member, ran the 800-person team at Auction.com through its $1.6B acquisition, then backed 12 unicorns solo at Stone Bridge Ventures before co-founding Ballistic to go all-in on securing the digital world.
Grace Chang
Grace Chang is the Taiwanese-American founder and CEO of Kintsugi, the Berkeley-based startup that built AI capable of detecting clinical depression and anxiety from just 20 seconds of free-form speech. A five-time entrepreneur with roots in signal processing and consumer tech, she raised $28 million, launched Japan's default mental health screener, and built the world's largest annotated voice dataset for mental health machine learning - before making all of Kintsugi's research and technology open source in early 2026 after FDA regulatory hurdles made the venture-backed model unsustainable.
Michael Matias
Michael Matias is the co-founder and CEO of Clarity, a New York-based AI cybersecurity company building world-leading deepfake detection technology. A Stanford computer science graduate, Unit 8200 IDF veteran, and former partner at Eric Schmidt's Innovation Endeavors, Matias has invested in 80+ deep-tech startups through Matias Ventures, hosted over 1,000 episodes of the 20MinuteLeaders podcast, authored the book 'Age Is Only an Int,' and written for leading Israeli financial newspapers. Clarity raised a $16M seed round in 2024 led by Bessemer Venture Partners and Walden Catalyst Ventures.
Doug Aley
Doug Aley is the CEO of Paravision, a San Francisco-based AI company building the world's most accurate facial recognition and identity AI technology. A Stanford and Harvard Business School alumnus, Aley co-founded his first company at 19, scaled Zulily from $100M to $700M in sales pre-IPO, and eventually landed at Paravision where he has guided the company to back-to-back #1 global rankings on NIST's Face Recognition Vendor Tests. Under his leadership, Paravision has raised $47M in funding, established itself as the only US company in the top 10 globally for facial recognition accuracy, and built a portfolio of AI tools spanning liveness detection, deepfake detection, and biometric authentication used in government, travel, border security, and enterprise applications worldwide.