Hi, I'm Ashwin Yardi
CTO • Developer • Product Manager
I ship great products and get my team to do the same.
Short term goal: Ship products. Long term goal: Ship products.
Bullish on Web3, LLMs, Agents, Payments.

Worked with


















Tech Stack
AI Stack
Web3 Stack
About
I’m Ashwin Yardi — CTO, developer, and product manager.
I ship great products and get my team to do the same.
Started in 2017 at Deqode, got hands-on with Solidity and web3 during the ICO wave.
In 2019, I left my job, helped StackOS build their MVP (raised $4M), worked with Fetch.ai, and founded my studio.
Since then I’ve built and shipped 30+ products for clients and myself.
In 2023, I joined Lucidity to build from the ground up: a leverage aggregator and optimizer with AI for DeFi.
We shipped debt/collateral swaps, one‑click protocol switchers, position optimization, and auto‑liquidation protection.
Later at Qurios (qurios.ai), I led Blockchain & Data, hired a founding team of 4, and shipped in ~2 months.
We cut query latency from ~2 minutes to ~30 seconds with better pipelines, indexing/caching, and pragmatic infra.
Promoted to CTO at Qurios in May 2025.
Currently at XO Market (xo.market) as Tech Lead, leading 6 core services and building MODRA v2 - an agentic AI system for autonomous prediction market resolution.
I also occasionally write at bitsbyblocks.com.
Achievements
Projects
- Started as Senior Backend Engineer, promoted to Tech Lead; joined Core Leadership team.
- Led 6 critical services in XO stack: Backend, Indexer, Microservices communications, Charting, Adapters, and Notifications.
- Built MODRA v2 (June 2026) - agentic AI system for autonomous prediction market resolution with AI-powered market creation, validation, and resolution.
- Completely rewrote the indexer from scratch using Ponder, making it more robust and standardizing processes.
- Implemented Clean Architecture principles across backend services with NestJS, TypeORM, and PostgreSQL.
- Led team building efforts, mentored junior engineers, and established engineering standards.
- Standardized deployment processes and CI/CD pipelines across all services.
- Improved application stability and built foundation for scalable product features.
- Tech stack: NestJS, TypeScript, PostgreSQL, TypeORM, Ponder, Google Cloud PubSub, Google AI, BullMQ, Redis, Docker. Agentic AI: AI workflows, routers, token optimizations, structured loops for autonomous decision-making.
- Started as Blockchain & Data team lead; built founding team of 4 and led R&D.
- Shipped the product in ~2 months end-to-end.
- Brought query latency from ~2 minutes to ~30 seconds via better pipelines, indexing/caching, and pragmatic infra.
- AI memory platform enabling creation of Minds from multi‑source ingestion (Twitter, Telegram, Substack, docs, YouTube, websites).
- AI analysis with Google Gemini 2.5 (Flash, Flash Lite, Pro); personality modeling, stance detection, citations.
- Architecture: Memory Pipeline (NestJS) for mind creation + content processing; Query Engine (Python FastAPI) for NL queries and responses.
- Data layer: PostgreSQL (Supabase) for metadata; Mem0 for vector memory and profiles; Base chain (X402) micro‑payments; Privy embedded wallets.
- Documentation reference: https://qurios.gitbook.io/qurios-tech-docs/V1L2GNQ7HKiDomlUPimI/

2023–2024
- Built an end-to-end leverage aggregator and optimizer.
- Used AI early in DeFi to optimize user positions and risk.
- Implemented complex DeFi recipes: debt swap, collateral swap, one-click protocol position switchers.
- Position optimization and auto-liquidation protection baked in.
- Privacy-first expense tracking.
- No sensitive data required; smart insights.
- Automated blog generator.
- Optimized for LLMs and LLM-SEO.
Ask-me-anything tool for notable crypto accounts.
- RAG pipeline on top of historic tweets.
- Realtime tweets fetching pipeline.

- Early-stage planning, prototyping, and research.
- Studied Aave, Compound, Balancer v1 for design inputs.

- First engineer; built on-chain contracts and interfacing backend MVP solo.
- MVP enabled StackOS to raise $4M.
- Contracts: STACK staking, Resources Manager, streaming payments/subscriptions, STACK token, Uniswap v2 LP farming (STACK–USDT).

- Proxy staking contract integrating with FET staking to manage MTLX distribution.
- Also used for Atomix rewards program.
- Full smart-contract suite for Amplify program.
- Forked FuruCombo v1; single-sided entry with ETH → MTLX.
- Uniswap LP add (MTLX–ETH) and stake in MasterChef; MTLX peaked > $10.

- All on-chain contracts solo: LP staking (MasterChef), token sale, liquidity provision, auto-stake flow.
- Compound protocol fork; lending markets and interest rate model.
- On-chain price reporter compatible with Compound-style markets.
- Polygon DEX; first fully gasless DEX on Polygon.
- Built multi-reward farms and staking pools; later evolved into DEX aggregator.
- Novel 100% cross-chain farming using Polygon FxPortals.
- No-code smart contracts as a service.
- Used minimal proxies and modular on-chain architecture.
- Pools: fixed APR and multi-reward staking pools.
- Two-token model preventing dilution; floor price mechanics for YGN.
- Cross-chain lending for Polygon zkEVM; Best DeFi award at hackathon.
- Euler-style modular architecture; wrote deployment and simulation scripts.
Blog
Occasional writing on products, engineering, and AI.
I write short notes and essays occasionally. Read more on my blog.
Visit blog