
From Harvard at 18 to Building Lighter
In this episode, Bankless dives deep into the impressive past of Vlad Novakoski – from a math prodigy to the founder of Lighter, a revolutionary Ethereum Layer-2 perpetual DEX. The conversation reveals how his unique blend of competitive experience, technical brilliance, and entrepreneurial drive shaped who he is today.
Early Years: Olympiads as a Talent Forge- Vlad started competing in academic competitions at age 12 and made it to the US national teams for the International Physics and Informatics Olympiads.
- The competition wasn't just about individual success; it was a platform to meet like-minded peers – including future co-founders of Anthropic, Facebook, and leading quant traders.
- He particularly enjoyed problems requiring unconventional thinking that could be solved in just a few lines with a "stroke of genius."
- Vlad graduated high school at 16 and finished Harvard in just 2.5 years – not out of competition, but as an optimization problem: "It's strictly better to be a paid grad student than a paying undergrad."
- The real value of Harvard for him was interdisciplinary thinking and building a network.
- After college, Vlad worked at Citadel (high-frequency trading) and later built a trading desk at another firm.
- He moved to Quora (Head of Machine Learning), solving matching problems between users and answers – a theme that always fascinated him.
- At Addepar (fintech), he led engineering and developed an internship program for Olympians – a source of high-talent juniors who later founded companies like Scale, Perplexity, and Modal.
- Lunchclub was his first startup – a platform that made professional connections through algorithmic matching (like dating, but for careers). The problem of adverse selection was solved by having the platform make the matches.
- In 2022, the team pivoted to Lighter: A decentralized exchange for perpetual swaps based on zero-knowledge proofs (ZK).
- The idea stemmed from the realization that TradFi and DeFi need to be merged – with low cost, low latency, security, verifiability, and composability.
- Lighter combines the speed and liquidity of centralized exchanges with the transparency and security of decentralized systems.
- The team spent 18 months developing the core infrastructure before going public – with over 100 traders providing feedback from the start.
- The vision is to become the technology layer for the fusion of TradFi and DeFi – not just a product, but infrastructure that can be used by partners like Telegram Wallet or Robinhood.
Vlad's entire career – from Olympiads through trading, ML, and matching – finds an ideal application in Lighter. He emphasizes that ZK proofs are a "once-in-a-generation" breakthrough that allows improving multiple dimensions (cost, latency, security) simultaneously. For him, Lighter is proof that crypto can build better markets for the future – with a clear focus on concrete customer needs and technical excellence.






