William Peng
Los Angeles, California, United States
4K followers
500+ connections
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Websites
Experience
Education
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Princeton University
making optimal decisions under uncertainty. probability, statistics, stochastics, risk optimization, machine learning, computational mathematics
Honors & Awards
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Forbes 30 Under 30 Venture Capital
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Explore more posts
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Michael Tolo
Want a front-row seat to the frontier of tech? We’ve got the role (or two) for you! We’re expanding our frontier-tech team at Blackbird by hiring a Frontier Tech Investments Associate and Foundry Fellows! Got questions? We've got answers... 1️⃣ What are the roles? 🧪 Associate = a full-time VC investment gig in our Blackbird Investments team, working directly with me. We’re looking for someone with a science and/or engineering background and more curiosity than they can handle. You’ll grow your own investment brand and practice, support our portfolio founders, and will help build Foundry, our early-stage frontier-tech accelerator. ✨ Foundry Fellow = a casual/contract gig in our Blackbird Investments team, ~15h per week for 3 months. The Fellowship is ideal for PhD students and ECRs who want to learn more about startups and VC. You’ll go deep on emerging areas relevant to your expertise (or curiosity!), get a front-row seat to groundbreaking companies in those areas, build out your non-academic network, and develop a solid writing practice. 2️⃣ Why are you hiring? We love frontier tech, and we’re ready to grow our team. 3️⃣ Wow, it’s so great that you’re starting to look at deep tech! Look, we get it: we don’t make a lot of noise about our frontier tech investing. Buuuut we’ve been deep-tech investors since we backed Tim Kentley-Klay to found Zoox back in 2014—we’ve been on incredible journeys with PsiQuantum (building the world's first utility-scale quantum computer right here in Australia!), Inventia Life Science (transforming drug discovery with high-fidelity cell models), Remedy Robotics (surgical robots for remote endovascular procedures), Opto Biosystems (minimally-invasive neural implants to treat cancer), and more. We believe that frontier technologies, and great frontier-tech investing, will be part of the solutions to the greatest problems humanity faces today. 4️⃣ When do applications close? May 31st at 11:59pm AEST. 5️⃣ I have more questions! I’m sure you do! Clare Birch and I are hosting an AMA to answer any and all questions about these roles. Want to know what a week in the life of our team looks like? What’s keeping us up at night? What our ideal candidate looks like? Come along and find out - registration link in the comments 👇 Apply for these roles: Associate - https://lnkd.in/gCfj4EUJ Foundry Fellowships - https://lnkd.in/gj6ATZVZ If you know anyone that we should meet, send me their details! Cameron Elise Ben Andrew Robin Joseph Adelaide James Olivia Lucinda Raghav Jesse Christie Mohamed Tom Amee Pablo Haya Loong Hon Joshua Benjamin Megan Harry Denzil Matthew Diana Daniel Tom Deanna Justin Amar Lilly Stone Thomas
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Jake Casas
The best things Founders can receive from investors (apart from term sheets) is feedback! At Funden, about 50% of pass notes come with some sort of feedback thats actionable and helpful to the Founder. Here’s an example of a pass note from earlier this month: “We focus on having live, paying enterprise customers with a repeatable, scalable sales process and line-of-sight to series-A financial metrics" Boom! That kind of transparency is unprecedented in the venture world. This type of feedback says, "Hey we're excited about the industry and product, but we need to just see a little more proof of concept on the business before we can dive deeper". Now, this founder has someone they can reach back out to, who is going to be familiar with them, and the Founder will now be right in their investable sweet spot! Another one we got recently was a few investors are telling the same founder, independently of one another, that their round size was far too big for their level of traction. Hearing the same type of feedback as to why they're passing in such a short period of time has a real and meaningful impact on how founders are structuring their raise. And we're happy to help them. https://lnkd.in/gZ_tVkTB ---------------------- Funden is the #1 fundraising platform connecting founders to capital. Founders use our tools and strategic guidance for quicker, more effective fundraises. Investors use us to receive curated, quality deal flow and broadcast co-investment opportunities to our audience of 1000+ global VCs, family funds, angel networks, syndicates, and more.
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James Murphy
At Forum we look at thousands of deals each year across our Accelerator and Pre-Seed funds but only end up investing in a little over 1% of those startups. As an early stage VC, I am in the business of saying no to nearly every startup I meet, and while there is nuanced rationale for many of the startups I pass on, a vast majority of businesses that don’t meet the qualification to get funded typically fall into one of two buckets. ▪ First time founders have a tendency to go out to market too early to raise pre-seed capital ▪ I’m sure most founders have heard some iteration of this from VCs that ultimately pass on their business. In some cases it's a blanket excuse covering up for other pass reasons- perhaps a VC doesn’t believe in a team or isn’t bullish on the market opportunity - but in many cases founders simply haven't proven enough to the market to warrant an investment. I meet many teams with an articulate vision for the product that they want to build, but they either haven't performed enough customer discovery to prove demand for their initial wedge product, or need to raise pre-seed capital to build out an MVP. In those cases, pre-seed investors are unwilling to underwrite those risks. To be default fundable, teams need to be able to keep costs low, perform extensive customer discovery, and ship some version of an early product - pilots and early paid customers are key. A huge piece of this is having founding engineering talent on the team. ▪Not every startup is a venture opportunity ▪ By definition, a venture backed business is solving a problem within a market opportunity so massive and so desperately needed, that its growth rate is off the charts. It spreads like a weed, absorbing almost unlimited amounts of capital to fulfill demand within its customer base. Each year there are maybe 20 companies launched that ultimately have venture scale outcomes. The bar to reach this rarified air is unfathomably high and the reality is the vast majority of founders simply aren’t building for opportunities that have the potential to be one of these generational companies. Many startup founders view VC as the only viable option for capitalizing their business, but not every great business is a venture business, and most successful founders never take VC dollars. In order to reach an IPO/acquisition large enough to generate venture returns, a startup needs a credible path to $100s of millions in revenue. This is the standard by which early stage opportunities are evaluated. The flip side to this, and I share this feedback often with founders I meet that are building interesting business in non venture markets, if you are able to scale to $10- $20M in revenue that can be a massively successful outcome for a founder. There are investors who focus on these type outcomes, namely lower middle market PE shops, and the typical path to those deals is a bootstrapped business or a friends/family capital raise.
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13 Comments -
Risto Rautakorpi
After the first deep dive discussion w/ founders I often hear a comment "I wish I had heard about this alternative [to all-in must-become-a-unicorn] way to build a startup earlier as I have wasted years in pursuing the wrong thing". Our mission is that no founder would ever need to say that again as it is such a waste. Us preaching the gospel 1:1 just doesn't scale, hence we use mass media to multiply our efforts - that's how Gorillacast came to be. The 1st episode is out, featuring yours truly. "How can you know what food you like unless you taste everything" said a chef. How can founders make informed choices about the best strategy for them to follow unless they know of all alternatives? This might not be of interest to you but pls spread the word so that the founders who should hear it can find it. I have a dream!
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Leila Rastegar Zegna
Not all of the investments that Kindred Capital VC makes can be a 13 year sourcing process.... but... this is one of those very fortunate moments in which a relationship that started over a decade ago in the Bay Area where the brilliant A-H. Hleileh and I overlapped has now turned into an incredibly exciting opportunity for Kindred to lead his and Ron Holifield's first institutional round at Civic Marketplace. We believe: 1. Local government procurement is one of the most underserved areas in technology today, and has failed to keep pace with the private sector. They deserve better. 2. This is a huge opportunity, with US local governments spending alone amounting to over $1.5 trillion in annual spend, which is only going in one direction... 3. As the brilliant Kip Harkness shared with me in our diligence phase, "this industry moves at the speed of trust." And this is a unique founding team with A-H. Hleileh and Ron Holifield at the helm who bring together two critical ingredients: 1) decades of trust-building within this domain, and 2) a team who can build beautiful and scalable technology platforms. Onwards!! 🚀
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3 Comments -
Matt Rappaport
Exciting news! We just sent out the inaugural newsletter for Future Frontier Capital, our pre-seed venture fund backing frontier tech startups. As I hit "send," I realized how launching FFC parallels the path of the founders we support. Starting FFC has required the same passion, perseverance, and self-belief that drive entrepreneurs. Just like a startup, getting a VC fund off the ground demands relentless hustle—building the brand, perfecting the pitch, and networking tirelessly. There are constant challenges that test your resolve and endless hours of unglamorous work behind the scenes. And perhaps most daunting - the self-doubt, wondering if you're crazy for attempting something so bold. Pushing through that negative self-talk requires unshakable faith in your mission. Raising this VC fund reminds me of starting our IP strategy and patent analytics firm two decades ago. It’s a powerful reminder of the perseverance, creativity, and resilience needed to turn an ambitious idea into reality. This experience makes us more empathetic partners, ready to support the founders we back. Our work is just beginning, and this inaugural newsletter underscores our commitment to supporting frontier tech startups every step of the way. #startups #VentureCapital #EmergingManagers #Entrepreneurship #InnovationMindSet
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2 Comments -
Jos White
I’m thrilled to be announcing that Notion Capital is leading the $15m Series A investment in Cogna today. In the industry, we like to think that software has been eating the world. But when you look at the data a better description would be more of a nibble. Depending on what source you look at the software industry represents between 5-8% of global GDP. Contrast that with the services industry that represents between 60-70% of GDP and worth around $25 trillion on a global basis. Most services have been out of reach for the software industry. They have either been too complex or too specialized for off the shelf software to access in any economically viable way. But that’s beginnning to change with GenAI leading to the emergence of ‘service as a software.’ Cogna is at the forefront of this opportunity - building precision software at scale and delivering huge productivity gains for traditional industries. We know Ben Peters & Lars Mennen well having backed their previous company Five AI that was acquired by Bosch in 2022. And we’re very excited to be backing them again together with Hoxton Ventures & Chalfen Ventures Read my full blog post on why we invested here. Radu Bozga Ben Peters Lars Mennen Bryan G. Mike Chalfen Hussein Kanji Kirsten Connell https://lnkd.in/eh8mhcJb
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13 Comments -
Garnet S. Heraman
One of my proudest moments as an investor occurred today as Alaffia Health announced its series A because it shows how the Aperture® Venture Capital vision of multi-level, multi-generational #impactinvesting is succeeding in the marketplace. Here’s the model in its most basic form : ✅As diverse fund managers with meaningful capital to allocate, we are changing the VC landscape every day just by doing our day jobs. ✅As Black/Brown investors with ~40 years experience collectively, Aperture GPs have access to talent /excellence that others do not, so our portfolio *organically* is more inclusive by race, gender and geography even while optimizing for financial outcomes (all about the alpha). ✅Our most successful portco’s are using financial #innovation to solve market problems that impact underrepresented demographics and underserved communities. Alaffia Health is a shining example of the impact portion of our overall fund thesis, and we couldn’t be prouder of TJ Ademiluyi and Adun Akanni, MPH, PMP - the dynamic brother-sister founder duo whose vision we have steadfastly supported on their journey. Congratulations to TJ and Adun from William Crowder and myself, as well as the whole Aperture team- Marjorie King Philip McKenzie Yves Louis-Jacques Tanvi Lal Michelle Dhansinghani Lisha Bell Katie Kelly Amy Chung Cindy Chong, CFA Brian Fernandes-Halloran Monroe France Jayden Pantel Darren Herman Evan Wladis Neal Triplett Thomas Scriven Peter Ammon Irina Bit-Babik Tim Milanich Rob Rahbari
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Chang Kim
Starting a new fun project with Victor Lee - an AMA series with early stage founders. There are many podcast shows featuring successful, famous entrepreneurs. But what about those who are still relatively early in their journey, perhaps just one step ahead? The zero-to-one founders who have recently cracked the product-market fit and raised Seed or Series A capital. They may not have figured out everything yet, but they have fresh, relatable tips and advice to share. We’ll invite early-stage founders for a one-hour AMA session. Afterwards, we’ll create a public webpage featuring each Q&A session with media clips and transcriptions. This will be 100% free and open to the public. Our first AMA (June 11 1pm PST) will feature Will Drewery, whose company (Diagon) recently raised $5.1 million in Seed funding. We’ll get to know Will better and cover topics such as tips on raising funding in this tough environment. It will be a fun AMA, and you can register for free using the link below. RSVP now!
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2 Comments -
Kevin Spain
Despite the headwinds many software companies (even public ones) are facing today, there are still those that are delivering great results. Check out how the top decile companies in our Beyond Benchmarks survey are performing. And don't forget to review the full report for many more insights on the state of private software businesses.
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Amy Yin
And my second investment at defy is in 🐶 zeroETL puppies 🐶... I mean PuppyGraph, which is all the beauty of a graph database, none of the data migration or continuous upkeep of a graph database. Sounds like magic? So are puppies 🐶 . Puppygraph is NOT a graph or a database. It is graph analytics engine that answers graph questions on your existing data warehouses, whether that is a Databricks datalake, Google BigQuery or postgres. Compared to SQL, it's faster, handles way more complexity, scales and has almost no upkeep. How did I get to conviction? 1. Tailwinds - 🌊 Lakehouses 🌊 have helped enterprises put all their data in one place, enabling Puppygraph to unlock insights previously unavailable. - 📚 LLMs! 📚AI and RAG cannot easily traverse fragmented data. Puppygraph's Graph RAG unlocks insights with their Knowledge Graph and spoonfeeds to the LLMs. 2. 👯 Team 👯 We have graph experts from Google, LinkedIn, Databricks, Tigergraph, and Instacart who are uniquely able to build this solution. 3. 💸 Customers 💸 . My alma mater Coinbase is a proud user. The feedback from my former colleagues was off the charts! A blockchain is very much a graph database and Puppygraph tracks down fraudulent transactions that go through mixers and helps identify patterns. Huge congrats to Weimo Liu Danfeng Xu Lei Huang Zhenni Wu Gary Hagmueller, defy.vc is proud to be an investor!!
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JT Benton
I’m excited to publicly share something that has been in the works for a few months at the 9point8 Collective. We’ve launched our Virtual Studio! This is a program for early-stage companies that provides the coaching, development and venture-building tools they need to find traction and scale. The program is modeled off of the venture-building processes found inside #VentureStudios, which have delivered 2X IRR and exit 45% faster than traditional #VC-backed #startups over the last 10 years. Some of the secret sauce to this is that studios have found a way to validate strategies early on, de-risk execution, preserve and extend limited runway, and create efficient business models very fast. We at 9point8 are seasoned studio builders and are on a mission to bring this value to founding teams as they navigate their startup journeys. What we’ve done with the Virtual Studio is distill these key processes and techniques, add in our own expertise and best practices, and package them into a program which meets start-ups where they are. We are now opening up our Summer 2024 Cohort, slated to begin in July. Space is limited, so I’m sharing the opportunity with my network before we fill the cohort. Here are the details: -It’s a 3-month program which takes the founder through the key phases of venture-building and de-risking (refining target market, product-market fit, economics and financials, planning, and fundraising). -Founders can expect to achieve greater focus, improved operations and increased marketability to customers and investors. -The end results include collaboratively-drafted operational plans, commercial / investment pitch decks, and elevated management practices within the founding team. These draft off frameworks from 9point8's proprietary venture-building process: Targets Over Everything. -It’s built for founders facing (or approaching) a critical inflection point, where fresh perspectives and strategic management levers are critical. These might include fundraising preparation, new product launch, market expansion, and post-MVP scaling efforts. Why did we build this program? Because building a new company is really hard. 90(!) percent of startups fail, and even moderate risk reduction can create a huge lift to survival rate and eventual returns. The studio model is proven to drive greater venture success; our virtual program is extending that success to more and more teams. The program is highly collaborative and hands-on, so we only take on a few companies at a time. This is a great opportunity for founders who are looking to level-up their abilities when it comes to unlocking traction, growth, and an express lane to superior returns. If interested, please reach out immediately as we expect the program to be fully enrolled very soon! Blair Merlino Evan Allen Neal Ghosh
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Lucas Dickey
Hey folks, I think you might be aware that what we're building at DeepCast includes a podcast discovery and exploration platform for listeners at www.deepcast.fm. We also recently unveiled www.deepcast.pro -- a promotions, marketing, and monetization platform for podcasters (and folks like networks and agencies who support them). "You make the shows, let us help you with what comes after." Shows claimed and processed via DeepCast Pro are also published for listener consumption on DeepCast. High value all around! If you're a podcaster, claim your show at www.deepcast.pro to get started. Free speaker-labeled transcripts for all your episodes as well as generated insights for each (key takeaways, quotes, topic & keyword sets, summaries, and more) plus many more features—and growing daily! We're shipping fast over here! (Thanks to Rachel Perez Hosna Qasmei Kim Burgaard Benjamin Moon Rachel Magana Hari Ramachandran!)
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Amber Illig
Big announcement below! 👇 Let's talk about the current state of GP-LP affairs: 🤯Emerging VC managers have absolutely exploded over the past 5 years. 📈 At the same time, more and more data has surfaced that shows that emerging VC firms tend to outperform larger, established firms. 🤔 All of this has made it intriguing but tough for LPs to know where to direct their attention. 🛍 GPs frequently meet LPs at conferences who are window shopping but not committed to the asset class or emerging managers. 🧾 And both crews get overwhelmed by transactional convos. So Sydney Paige Thomas and I created Abundance. Abundance is a private, nomination-based retreat for active LPs and top emerging GPs to form new experiences together and build lasting relationships. Why Abundance? Abundance is knowing that there is more than enough for more than one to succeed. And a single win within a community is a win for the community itself. The journey of an emerging VC manager from 1st close to final close or Fund 1 to Fund 2 is (1) communal and (2) requires an abundant mindset. LPs look for structure and confidence to feel comfortable investing in early VC firms. Yet many of the feeds we scroll and conferences we attend reinforce inherent power dynamics and transactional thinking, which allows scarcity mindset to creep in for emerging GPs. Some of the best events I’ve attended have been intentionally non-transactional, e.g. Camp Hustle, Recast Summit, and other GPs’ AGMs. The fundraising success stories we see usually involve a community (usually of other GPs & LPs) coming together to support and open doors for the emerging GP. We designed Abundance to be an immersive gathering that fosters these connections. Starting tonight, ~100 GPs and LPs are descending upon Seattle for the inaugural Abundance retreat. This has been under wraps for months and I can’t wait to see it come to life! Thanks in advance to our awesome sponsors who were the earliest believers in this vision: Sydecar, Amazon Web Services (AWS), Gunderson Dettmer, & Zelda Ventures. And shoutout to my dad Ed Illig for logo design & Halle Kaplan-Allen being the first sponsor to say yes 🤩 Presented by The Council Capital & Symphonic Capital.
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Scot Wingo
I 💯agree with Oz Merchant on this topic. Some folks advise founders to pitch very selectively and 'pick your pitch' - you get one shot, choose it wisely? I'm 180 degrees opposite of that - be a promiscuous pitcher! - ABP - ALWAYS BE PITCHING. Because your pitch gets better with every no, take that feedback, learn, iterate. Right now it's taking 50-100 no's for Triangle co's to get funding, it's still tough out there, so get through the no's fast to get to a yes. Check out the event - also go see others pitch, it all helps you get better - pitching is like PMF - lots of iteration, tons of grinding to get through to the other side.
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