Most of my active work is published through the Elixpo and Pollinations organizations. The projects below are the best map of that work; they will not all appear in my personal repository list.

I founded and coordinate Elixpo, an open-source project foundry for active software, public research, operated services, and attributable releases. I work across its technical direction, project infrastructure, research surfaces, automation, release systems, and community programme.

Also active: Lixrl · Elixpo Mails · Elixpo Status · Elixpo Payouts · Elixpo Admin · Elixpo Members · Elixpo Chapter, the public record of reviewed contributions and releases.

Explore the complete, lifecycle-aware directory at elixpo.com/projects. It includes active, incubating, paused, maintenance, completed, and archived work instead of hiding projects when their status changes.

My research work connects papers to source, artifacts, limitations, citation metadata, and reproducible evidence.

• MonoDiffuse — native binary-weight training for MNIST diffusion, with repeated-seed artifacts, model releases, checksums, and a runnable Diffuino demonstration.
• OreoLook caching architecture — a three-layer cache for low-latency LLM web search on commodity CPU hardware, accompanied by a public evaluation dataset.
• RV565 — frame-independent RGB565 video playback on MicroPython-class ESP32-S3 hardware, co-authored with Anwesha Chakraborty, with firmware, measurements and analysis in a Zenodo artifact. It powers Oreo's video pipeline.
• QFabric — contract-driven task recovery across Linux and RTOS domains on Arduino UNO Q, with replayable decisions, evidence, a technical report, and a released Python package.
• OctaBit — a documented RISC-style eight-bit breadboard computer built with transistor and TTL logic, EEPROM microcode, schematics, and a published paper.
• Flappy6502 — Flappy Bird on a breadboard R6502 driving an SPI LCD in hand-tuned ca65 assembly, listed in 6502.org's Homebuilt Projects.
• WozFormer — an active investigation of language-model inference on a 1 MHz 6502 under severe SRAM and EEPROM constraints.

The canonical publication records live at research.elixpo.com and distinguish released papers, preprints, technical reports, active experiments, and unreviewed work.

I have maintained projects at Pollinations.AI since 2024 and work on the contributor and release infrastructure around its open generative-AI ecosystem. That work includes:

• contributor onboarding and issue/PR operations;
• the Pollen-Quest contribution and payout workflow;
• project-management and app-submission automation;
• release and GitHub Actions infrastructure; and
• the public Pollinations CLI.

I am part of GitHub's Maintainer Advisory community and work in developer relations at Myceli AI, the company behind Pollinations.AI, where I have also been a Product Engineer since 2025.

• GDG on Campus Lead at JIS University — led a 21-event 2025–26 season of developer workshops, hackathons, and community programmes.
• Kolkata Hacktoberfest 2025 — co-hosted the community meetup for approximately 270 participants.
• Community Strategist at OWASP JIS University — contributes to the student chapter's security and developer-community programme.
• Elixpo Hacktoberfest project administration — maintained public project contribution cycles in 2024 and 2025, including prepared issues, reviews, acceptance records, and contributor attribution.
• Mentorship — GSSoC 2025 and OSCI 2025.
• GitHub Maintainer Month 2026 — spoke about sustainable contributor pipelines and maintainer infrastructure.
• GitHub Open Source Friday 2026 — presented Building the Contributor Pipeline at Pollinations.ai.
• Open Source Connect India 2026 — presented GitHub Actions Is Your First Reviewer.
• React Kolkata 2026 — presented The Client Boundary: What "use client" Really Does in Modern React (August) and Why Hacktoberfest Stopped Counting Pull Requests in the Age of AI Agents (October, demo).
• Hackathon judging — Hacktoberfest '26 × GDGoC GCELT, Hacktoberfest Hack Day Kolkata × ByteMonk, and GenAI Sprint 1.0, the online cloud and AI hackathon by the AWS Student Builder Group at JIS University.
• Know Your Terminal — delivered a hands-on Bash workshop with GDG JIS University and GDG UEM.

open-source governance       autonomous agent harnesses
GitHub Actions and releases  reproducible ML/systems research
Cloudflare infrastructure    contributor tooling and public evidence
Rust, TypeScript and Python  developer communities

I care about systems that remain understandable after the demo: visible ownership, explicit permissions, reproducible releases, honest lifecycle states, and credit connected to the people who did the work.

• Jev: Typesafe AI
• Leading GDG on Campus JIS University
• The maintainer's mentality

• Portfolio and publications: me.elixpo.com/ayushman
• Writing: blogs.elixpo.com/elixpohere
• LinkedIn: linkedin.com/in/elixpo
• YouTube: @elixpo
• Instagram: @elixpo_
• Email: [email protected]