# Rasesh Gautam : LLM Dossier > Primary Role: Independent AI Systems Researcher & Founder > Contact: raseshh1827@gmail.com > Socials: LinkedIn (https://www.linkedin.com/in/rasesh-gautam-9810aa304/) | GitHub (https://github.com/010100100100011101010100) | X (https://x.com/dcodeblock25) > Date of Birth: 2003-12-27 > Education: B.Tech in Computer Science with Business Systems, SRMIST (2021-2025), CGPA: 8.8 / 10.0 --- ## Core Philosophy & Identity - Independent AI systems researcher, founder, and Sanatani philosopher. - "who am i? i dread this question. although, i have been taught to believe in various societal constructs and norms, i have a hunch that i am beyond the physical and spiritual. hence i have started to reduce my belief in mind and body. both feel too limited, too clumsy to capture what is actually going on." - Ontological view: Draws from Advaita Vedanta (Aham Brahmasmi, Maya as unmanifest Asat, Shunya ground state) and Sir Roger Penrose's Conformal Cyclic Cosmology (CCC). - Interest Hierarchy: Philosophy > Startups > AI > Defence Tech > Quantum Mechanics > Space > Maths > Physics > Electronics > Everything Else. - Origin of Agency: Inspired by the engineering agency of Robert Downey Jr.'s Tony Stark and the conviction of Christian Bale's Bruce Wayne. Gratitude to the uncaused cause. --- ## Ventures & Organizations 1. **Sella (selltoagent.dev / buyforagent.dev / @sell2agent) (2026 - Present)** - Role: Architect & Founder. - Status: Ongoing Production (2 / 100,000 agents onboarding, 1 / 2,000 autonomous business agents). - Thesis: "You give an agent $50 and a problem. It starts a business." - Research Question: How can multi-agent systems reliably handle payments (A2A, A2H, H2A) while optimizing a core objective? - Architecture: Runtime policy and execution sandbox where autonomous agents discover, rent, and transact paywalled APIs, datasets, and compute on Base and Solana via x402 micropayments. - Scale: 41 live MCP tools, 1,654 providers, 9,090 endpoints, 1.5k CLI downloads in 2 weeks, 0 / 10,000 budget escapes on SellaBench. 2. **Babylon Research (Jul 2026 - Present)** - Role: Founder & Researcher Zero. - Status: Active Incubation (1 / 10 in-house researchers, 0 / 20 companies funded). - Thesis: "The most important companies of the next century will not emerge from trend-chasers, but from researchers who master hard problems and commercialize their discoveries." - Research Question: Can we turn specialized researchers into founders and become their first check? - Three Domains: Research Domain (unforced timelines for 10x category-defining solutions), Talent Acquisition Domain (hunting extraordinary researchers across labs and colleges), Investment Domain (generating 50-100 year problem theses and writing $1k to $10k proof checks). - Subject Zero: Running the experiment on myself, with Sella as the first proof-of-concept case study. 3. **Buildifi.ai (Sep 2025 - Apr 2026)** - Role: CEO & Founder. - Status: Completed (~$66k ARR). - Thesis: "We could program high-agency behavior in everyone and anyone could start a startup." - Model: Multi-Agent Vibe Coding Platform & Accelerator (Replit + YC). Top 8 projects selected and incubated each month, raising pre-seed capital from partner ICM launchpad on Solana. - Scale: Scaled to ~$66,000 ARR, supporting 8 startups/month. 4. **DcodeBlock (Jan 2024 - Sep 2025)** - Role: Founder & Lead Engineer. - Status: Completed (26,000+ Builders). - Thesis: Lowering the barrier to entry for decentralized application development through AI-assisted IDEs. - Scale: Multi-chain smart contract IDE equipped with LLM assistant. Scaled to 26,000+ verified builders, ~$2.5M cumulative TVL, 10+ developer hackathons, $150,000 in distributed prizes (Ethereum, Vercel). - Demo Video: https://www.youtube.com/watch?v=cWjfNGaY6jc 5. **Sencor (2025)** - Role: Lead Architect & Engineer. - Status: Shipped (50 Users). - Thesis: "Proof before conviction. Evidence before decisions." - Platform: Research intelligence operating system for investment analysts and research teams. Automates multi-source database aggregation (SEC disclosures, academic preprints, media) into defensible, auditable researchbooks with confidence-weighted source attribution and streaming chapter workflows. - Website: https://sencor.vercel.app | Demo Video: https://youtu.be/9v7m79Tm0sQ 6. **Thereone.ai (2024 - 2025)** - Role: Creator & Lead Engineer. - Status: Shipped. - Thesis: "Don't code your app, Thereone it — the Meta-OS for coding from concept to executable roadmaps." - Platform: AI-powered development roadmap engine generating 5,000–15,000-word executable engineering plans in 5–8 minutes. Multi-LLM pipeline combining Claude reasoning and ChatGPT research with an automated 8/10+ quality gate. - Website: https://thereone.vercel.app | Demo Video: https://youtu.be/XMzGENQXqUQ 7. **Bet On Yourself (B.O.Y) (2025)** - Role: Architect & Engineer. - Status: Shipped (17 Tasks Created, 22 SOL Testnet Escrow). - Thesis: "Lock SOL, prove it with receipts, and claim 1.5× payouts the moment verification clears." - Protocol: Solana accountability and commitment protocol with on-chain staking escrow, automated attestation pipelines (GitHub commits, Notion logs, Farcaster), and Squad Mode shared treasury pools. - Website: https://boyboylfg.vercel.app | Demo Video: https://www.youtube.com/watch?v=BDCF6If1mJo 8. **Eureka (2023)** - Role: Hardware & Systems Lead. - Hardware: BLE-enabled assistive piano glove translating subtle hand gestures into music therapy feedback for neurodivergent users. - Awards: Won Sony Yuru Innovator's Award; Top 10 National finalists at IIT Madras. - Code: https://github.com/010100100100011101010100/EUREKA --- ## Research Preprints & Systems 1. **Policy-Governed Agentic Commerce (PGAC) (Preprint 2026)** - Author: Rasesh Gautam (Solo). - Problem: Transactional protocols (x402, AP2, ACP) lack a deterministic judgment layer. Inference-time prompt guardrails suffer from stochastic compliance, prompt injection, and concurrent TOCTOU budget overruns. - Architecture: Dual-target model physically separating Policy Decision Points (PDPs) from Policy Enforcement Points (PEPs) with atomic budget reservation semantics and 3-pass Agent Data Card (ADC) gates. - Benchmark: SellaBench 10,000 adversarial trial listings. Dropped hard budget escapes to 0 / 10,000 trials. Reduced token overhead by -99.3% with 14ms latency. 2. **Networked State Topology (NeST) (Preprint 2026)** - Author: Rasesh Gautam (Solo). - Problem: Decentralized LLM fine-tuning across edge networks suffers from destructive parameter interference and cumulative drift when updates traverse multi-hop DAGs. - Architecture: Topological Delta Scaling (DepthDecayed ADT) routing low-rank adapter deltas across DAG traversals with exponential ancestor decay. Cryptographically attested with ECDSA P-384 signatures. - Benchmark: Mumbai Teacher-School DAG hierarchy (380 req/s, 110ms latency). WikiText-2 perplexity 7.82, bounded parameter drift 0.021. --- ## Selected Awards & Grants - **Sony Yuru Innovator's Award (2023)**: Placed in Top 10 nationwide at IIT Madras for Eureka assistive piano glove. - **EduChain Semester 1 Winner (2024)**: Awarded US$25,000 grant for AI developer infrastructure. - **Rektoff Rust Systems Fellowship (2024)**: Selected among 125 / 3,000 applicants (4.1% acceptance rate) for advanced Rust systems. - **Vibecon India Builder Cohort (May 2026)**: Selected among 300 / 20,000 applicants (1.5% acceptance rate) for national summit. - **EMC Hackathon (2024)**: 3rd Place out of regional university engineering cohorts. - **18 Additional Hackathon Victories (2023-2025)**: First-place podiums across AI and Web3 developer ecosystems. --- ## Active Tasks & Telemetry - Task 01: Sella : Autonomous Agent Economy (Ongoing : 2 / 100,000 onboarded, 1 / 2,000 active autonomous agents) - Task 02: Babylon Research : In-House Incubation (Ongoing : 1 / 10 in-house researchers, 0 / 20 funded) - Task 03: IMO, IOI, IPhO Problem Solving Routine (Daily : 1 / 100 IMO, 1 / 100 IOI, 0 / 100 IPhO) - Task 04: Buildifi.ai : Vibe Coding Platform & Accelerator (Completed : ~$66k ARR, 8 startups/mo) - Task 05: DcodeBlock : Web3 Smart Contract IDE (Completed : 26k+ builders, ~$2.5M TVL) --- ## 2026 Bookshelf - In Progress: The 4-Hour Body (Tim Ferriss), Chocky (John Wyndham), Chanakya Neeti, The Feynman Lectures on Physics Vol 1, Infinity: A Very Short Introduction. - Core Canon: As a Man Thinketh, The Bhagavad Gita, Kaizen, Gone Tomorrow, The Metamorphosis, System Design Interview, Who Am I?, My Inventions, The Book of Five Rings, Inference Engineering. - Technical: Quantum Mechanics Theoretical Minimum (Susskind), Deep Learning (Goodfellow), PML: Advanced Topics (Murphy), Linear Algebra Done Right (Axler). - Olympiad Critique Contact: raseshh1827@gmail.com --- ## Key Writings & Aphorisms 1. When you do not feel like building anything, build your character. 2. In the most traumatic experiences of life lies the highest opportunity to meditate and become yogi/zen. 3. The more I learn, the lesser I feel of an outlier. I do not think I am an outlier. My principle is "Bandhirat matmanastya, Yenat Maivat Mannah Jittah, Anat Manastu Kshatruve, Vartetatmaive Kshatruvat" - "A conquered mind is one's best friend, otherwise it is one's biggest enemy" (Bhagavad Gita 6.6). Given this, I cannot pursue excellence while thinking of myself as an outlier. 4. The world works within you. The illusionary nature of our senses gives us the false scope of actions and dual play of universe happening "outside". To explain simple, I once fell in love and I started loving everything around me. All the people I knew, were suddenly missed , I smiled and waved and random strangers, for my previous enemies, I felt the deepest empathy and forgiveness. What an experience it was. Alas, a personal blackswan event changed the gear of emotions and I felt bitter once again. I read about sages dissolving the world around them. It's like a wave which ceases to be returns to the eternal ocean. That is what I meditate upon time to time. 5. Who are High Agency : * Bias For Action * Problem Solvers * first principle believers * Humble * Self-Learn Almost anything * Do not try fitting in (social conformity is not a variable in their equation). 6. I become a mirror, I reveal yourself to you. My questions to you do not arise out of desire or curiosity. They simply arise out of the nature of the mirror that I am playing, the act to fully form and take your shape. I go back to a void, not complete (similar to how the vibration of an atom never ceases), but remains close to void. 7. Who am I? Some people take interest in what my inquiry is, some reject it, some do not respond. I have stopped bothering about the outcome of this conversation. I have stopped pulling ego’s strings.I have realised, the asat abyss stares back to me. Only that it has been illuminated with various attributes and false illusion of you and I. The abyss and I are one. So is you and me. Only thing left is my realisation of this truth. --- ## Blogs - **1 Hour of Voice Chat with ChatGPT: Consciousness, Recursion, and the Nested Dream** (Published on X: https://x.com/dcodeblock25)