Inception Fund

Still in pre-training. Backing New Nordic made technical brilliance at the earliest inception stages.

www.inceptionfund.vc

In pre-training...

Zenith Ventures

Founder and operator turned VC. Backing obsessed Nordic B2B software and vertical AI founders from the earliest stages. 

No-nonsense, hands-on and fighting for founders.

General Partner

Stealth AI Startup

Pre-seed Investor

Natively

Build and launch native mobile apps with AI.

www.natively.dev

Lovable

Building the last piece of software.

Careers: https://lovable.dev/careers

www.lovable.dev

Angel Investor

Vantel (YC W25)

AI Software for commercial insurance brokers (YC W25).

www.vantel.com

Pre-seed Investor 

Tandem Health

Helping clinicians focus on providing care instead of on administrative tasks through AI and automation.

Careers: https://jobs.ashbyhq.com/tandem-health 

www.tandemhealth.ai

Tzafon

An applied AI research & development firm looking to push the boundaries of what machines are capable of through the intersection of AI & software engineering.

www.tzafon.ai

Lightbringer

Navigate and protect your IP and patent journey with AI.

Careers: https://www.lightbringer.com/apply

www.lightbringer.com

Seed Investor

Pruna AI

The AI optimization engine for ML teams seeking to simplify scalable inference.

Careers: https://careers.pruna.ai/

www.pruna.ai

Data & AI/ML Entrepreneur | Early Stage Investor

Over a decade of experience within Big Tech, B2B software, Data and AI Infrastructure as a founder, operator and investor.

Passionate about bringing new and paradigm-shifting technologies to market. This passion has led me to a over decade-long entrepreneurial career focused on emerging software industries and global markets - from ML & Data Infrastructure startups and venture capital funds to Fortune 500 technology leaders such as Google. 

Raised +$50M in early-stage funding from top VCs as a founder and operator. 

A big believer in people, data, design and telling a story. Passionate about building new products with the right GTM, messaging and growing teams that do so.

Deep understanding of the venture capital, private equity, SaaS, cloud, data and AI ecosystems with solid global relationships at all levels.

Frequent keynote speaker on topics around data, AI, startups and venture capital. Considered as one of the top AI & data thought leaders in the Nordics.

Oliver Molander

I don't think people truly understand how early we're in enterprise adoption of AI agents.

McKinsey just released their 2025 AI report. 

Some nuggets:

1️⃣ 90% of companies “use AI,” but 67% are still stuck in pilot mode. Corporate AI theater is alive and well.

2️⃣ 62% of orgs are experimenting with AI agents, 23% are scaling AI agents. Most are in tech and healthcare.

3️⃣ The impact gap is massive. 64% say AI helps innovation, but only 39% see real EBIT gains. 

4️⃣ The high performers (top 6%) think bigger. They rebuild workflows, set growth goals, and invest real budgets not just PoCs.

5️⃣ Leaders who own AI personally are 3x more likely to scale it. Makes sense.

6️⃣ The winners use AI to transform how work gets done, not just speed it up.

7️⃣ The average company measures efficiency. The best ones measure how fast their agents can act.

8️⃣ Risk management is catching up with 51% have already seen AI backfire, mostly from inaccuracy.

9️⃣ The workforce impact is foggy. 32% expect cuts, 13% expect growth, everyone else is guessing.

Agentic AI looks magical in demos, but scaling it across teams and systems (especially in enterprise settings) is where it still breaks. You can do basic single-step automation reliably right now (tool calling).

As Andrej Karpathy recently noted on LLM agents:

"My critique of the industry is more in overshooting the tooling w.r.t. present capability."

Bottom line: we're still super early, this transformation will go on for another decade.

I'm bullish, but this will take a bit longer than we think, having fully autonomous agents. Just like autonomous driving took a bit longer than we thought, but here we are.

E.g. one of the biggest challenges in building AI agents today is agents' long-term memory.

#artificialintelligence

SpaceGraph™.app

Lin Hsin Hsin Threat Intelligene Center

Cyber Security Threat Intelligence
https://lhham.com.sg/Cyber%20Security/Intel/index.html

Biometrics Threat Intelligence
https://lhham.com.sg/Cyber%20Security/IAM/index.html

Founder

Lin Hsin Hsin Digital Media Core Competence Center

Built Lin Hsin Hsin Art Museum
https://www.lhham.com.sg
Research & Development in Paradigm Shift Computing
Start-up

Founder and Owner

INFOTECH Research & Consultancy

o   Conduct Research in Fundamentals of Computer Science
o   Provide patent-grade information technology state-of-the future products
o   Develop Android-based Applications

Core Competence on Linux platform
o   Algorithm-based computing
o   Equation-based computing
o   Invented 2 Markup languages
o   Android-based Applications

IT inventor

Lin Hsin Hsin Art Museum

2010 1st in the world: 
o create Stereoscopic 3D Art without extra 3D hardware:screen & 3D glasses 
o paint with a camera without a computer,created In-Camera Painting (ICP)
2009 1st in the world: implemented equation-based method--create real world jewelries
2008 Choreographed and performed live digital ribbon dance using a two-button mechanical mouse
2008 Created digital landscapes using a two-button mechanical mouse
2008 Created Grid Geometry Art and non-orthogonal art using a two-button mechanical mouse
2007 Developed and generated equation-based 3D digital sculptures. Huge repertoire of organic forms
2006 Developed paint direct into Web Browser techniques
2002 Created Mathematics & Algorithm driven 235 genre of digital fabrics
2001 Created Still and Animated Phone Art
2000 Featured in Wirshafts Woche CeBit Special Edition
2000 Featured in UNESCO “Museum International” Millennium Edition Journal
2000 Selected as the only non-EU participant for € coin project, Frankfurt, Germany
2000 Created Digital Fireworks on the Singapore Millennium “Straits Times Interactive” National Day Web site
1999 invited to create the digital opening ceremony for Asia Pacific Economic Conference (APEC)
1999 Invented interactive 16.7 million color Web-based 3D engine that generates infinite number of unique images with any micron movements of a pointing device in real-time
1999 Initiated and developed Interactive Web Art
1999 Created animated digital sculptures
1999 Initiated and developed Interactive Web Art
1999 Initiated and created digital sculptures in Paris, France
1997 Installed 1st wireless museum @ her 15thy solo exhibition in Singapore
1997 Cyberart show featuring more than 250 still and animated artworks in digital media in 15th solo exhibition
1997 Created digital Chinese Ink Paintings, Chinese Calligraphy, digital Chinese Blue and White porcelain, digital Stoneware, digital Glass
1996 Initiated and created Grid Geometry Art
1996 Initiated and developed Web Art and Net

Lin Hsin Hsin Concert Hall

Compose digital music since 1985
without midi instruments and sound card

Musical Instruments:

2006  Invented I-Musika (TM)  that changed the paradigm of musical instruments.
2006  Created vegetable tambour
2005  Developed Wearable Wireless Interactive art that will light up in sync and in real time in response to any musical rhythm being played. t can be worn and walk around in a musical setting.
2005  Developed virtual sound board for generating sound of nature, e.g. rain forest, water, wind in real time.

Performance

2008 July  Leewarden, The Netherlands
2007 July  Zurich, Switzerland
2006 December  Singapore (exhibit @ the Singapore Science Center)
2005 September Pisa, Italy
2003 June Bourges, France
2003 September,  Hsin Hsin  was invited by Kunstradio Radiotopia acoustic net work  -- an artistic project commissioned by the 2002 Ars Electronica Festival and  co-produced by ORF Kunstradio, Vienna to present her works in a live broadcast arts radio program.

Compositions since 2001
o  contemporary classical music: symphonies, concertos, chamber music o  classical crossovers: from Baroque to the 20th Century 
o  the Caribbean: preludio, salsa, margaritas, bongo-bongo, tropical-funk, dreamie groovie, diva,  perfumado, panorama
o  jazz
o  percussion music
o  sonic age music  pure sound
o  pop songs

Sound
2008 Initiated, developed and created 3D animated music
2006 Initiated, developed and created 2D animated music
2005 Developed virtual sound board for generating sound of nature, e.g. rain forest, water, wind in real time.
2005 Developed wearable Wireless Interactive Art that lights up in sync and in real time in response to any musical rhythm 
2004 Developed and created Sonic Art
1987 Paint music

Composer

Lin Hsin Hsin Publication

Hsin Hsin has written poems in English, French and Chinese

Poetry Books

2010  To the Point
2004  Between the Lines
1997  In Bytes we travel
(A collection of 100 poems entirely about the Internet)
1994  Sunny Side Up
1992  Love @ 1st Byte
(A collection of 100 poems entirely about the computer)
1991  From Time to Time
1989  Take A Word for a Walk

Poet, Author

o   IT infrastructure
o   Aviation IT specialist
o   Digital Media specialist
o   Expert in Eco-Computing

2006 make new hardware (1st in the world)
2006 Initiated and specified two new markup languages
1997 Built 1st wireless network for museum exhibition
1993 Discovered Y2K bugs
1983 Built the 1st client server system in Singapore

Senior IT Consultant

IT Inventor, Visionary, Advisor, Author, Speaker, Mathematician, Poet, Computational Aesthetics Specialist, Composer
Specialist in several domains:

💡 Encryption -- Paradigm Shift Invention
👍 Cybersecurity -- 0️⃣Day grade in:
🎯 AAI Adversarial AI
🎯 Android
🎯 Biometrics
🎯 Blockchain
🎯 Steganography
🎯 WEB Technology 

💡Revolutionary 100% DAG - Directed Acyclic Graph 
👍Artificial Intelligence
👍Ontologist
👍Data Science 
🎯 Listed in Women In Machine Learning Directory
🎯 Data Visualization
      ⭐ Dendrogram
      ⭐ FDG Force Directed Graph
🎯 Data Analytics in real time 

💡 Inventions: a selection
⭐2018 Unified Theory of Graph (UTG)
⭐2017 Military Grade Encryption 
⭐2016 4 mathematical theorems--revolutionize touch screen & security paradigm
⭐2008 The Ultimate & Unbeatable (by google) Image File Compression in d world 
⭐2008 MedTech:100% non-invasive 20/20 vision from birth onwards, 2008    
⭐FIT 3.0  (Finger. Intelligence Technologies) on Android mobile devices
 - FAME, 2016
 - STEP, 2015
 - TANGO, 2012
https://lhham.com.sg/biodata/invention/lhhITInventions.html
⭐ IT Visionary,20 years ahead of time
https://lhham.com.sg/biodata/invention/lhhITVisionary.html
1996 1️⃣st in the world authored phenomenon of Cryptocurrency
1996 1️⃣st in the world invented eWallet
1994 Built 1️⃣st Virtual Museum in the world
1993 1️⃣st in the world authored phenomenon of eCommerce
Experience:
2014-Create 3D on the fly:touch screen on mobile devices
2013-Deploy 1️⃣-finger painting skills on touchscreen Android-based mobile devices
2013-Create Android-based Finger Choreography, 3D LIVE performance, Phonecast performance
2010-Create & display Stereoscopic 3D objects without 3D glasses & 3D enabled-screen
2007-Equation-based 2D,3D Digital Artworks, objects & jewelry
2006-Make real-world contact-free,sensor-free tether-free musical instruments--1st in d world
2005-In-Camera Painting (ICP):painting WITHOUT a PC  
1999-Change Netscape & Opera browsers:display 16.7 million colors
1999-Create Non-parameter driven,click-free,movement-based browser interactive 2D,3D,4D &music 
1996-Initiate many genres of digital art & music          
1994-Built the 1️⃣st virtual museum in d world
1994-Use a 2-button mechanical mouse--create digital oil paintings
1994-Mathematics-driven 2D, 3D fine art & digital fabric
1985-Pioneer in digital media, SG
https://spacegraph.app
https://nftuniverse.art

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Oliver Molander

Hsin Hsin Lin

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