Harshal Gandhi — The Full Picture.
Co-Founder & CEO of Ospyr. AI-native engineer & finance strategist. Also known as Harshal Jain.
The intersection of
markets & code.
I didn't start in tech — I started in markets. Studying price action, reading balance sheets, and trading crypto from my dorm room. Finance taught me first principles: risk management, asymmetric thinking, and the power of compounding.
Then I realized that technology follows the same rules as markets. There's leverage in code, compounding in product development, and edge in moving faster than others. I taught myself to build using AI and vibe-coding — shipping products 10× faster than traditional developers.
Today I'm the Co-Founder & CEO of Ospyr — an invitation-only partner studio building brand, growth, and operations for early-stage founders. I build across multiple ventures: Awarts tracks AI coding, Wakey is a cross-platform productivity OS, and I contribute to Anthropic's Claude Code, Uniswap V4, Spotify Backstage, GitCity, and MoltBot.
My thesis is simple: the best builders in the next decade will think like investors and build like engineers. I'm here to prove that thesis.
Two sides, one edge.
- ◆ Active crypto & market trader
- ◆ Business strategy from first principles
- ◆ Risk management & portfolio thinking
- ◆ Market structure analysis
- ◆ Revenue design & growth frameworks
- ◆ AI-native builder (10× speed)
- ◆ Full-stack: Next.js, React, Supabase
- ◆ Vibe coding with Cursor, v0, Claude
- ◆ Automation with n8n, LangChain, CrewAI
- ◆ Shipping products daily, not monthly
Core principles.
Build fast, compound long.
Speed matters at the start. But what you build must compound over time — in value, in learning, in systems.
Markets teach better than textbooks.
Real-world feedback loops are the best education. Markets show you what works. Products show you what matters.
Leverage AI like a quant uses math.
AI is not a shortcut — it's a multiplier. Used correctly, it compounds output exponentially.
Ready to build something real?
I work with founders, startups, and companies who think in systems. If that's you, let's talk.