Anuansh Tiwari
Joining was the easy part. This page is the other part — what actually shipped, what is still unfinished, and what I am probably still wrong about.
What this counts · project output that can be checked against the public repositories — not commits or tasks attributed to one person. Work on these projects is shared and AI-assisted, so a personal commit total would overstate individual authorship.
Your contribution
The record, not the membership.
Assistant and platform
Answer with no network call
Open for teams to take
Open to contributors
Projects
- Knowledge base grown to 310 topics that answer offline, with no API key and no network connection.
- Scope gate enforced twice — in the browser and again on the server — so the assistant cannot be repurposed as a general chatbot.
- Provider abstraction added so the optional AI fallback runs on either OpenAI or Claude.
- Problem Lab published with six campus problem statements, each with directions, technologies and open roles.
- Application and submission flows wired to a live endpoint.
Skills
- JavaScript / TypeScriptStrong
- Retrieval & LLM integrationComfortable
- APIs & backendStrong
- GitStrong
- ResearchWorking
Self-assessed. Useful for matching people to work, not for ranking them.
How it started
From a first offline build to measuring whether the answers are right.
Admissions assistant rebuilt as a fully offline experience with its own retrieval engine.
Scope gate added, then hardened so it is enforced on the server as well as the browser.
Knowledge base grown past 300 topics, with an eligibility checker and cost estimator.
BuildHub built — Problem Lab, project pages, teams, and the application flows.
Evaluation. Moving answer quality from something we read to something we measure.
The model
Why this page exists at all.
“I joined ACM.”
A name on a list.
“I built something through ACM.”
A commit, a review, a paper, a deployed service, a documented decision.
- Projects joined
- Tasks completed
- Repository contributions
- Research contributions
- Documentation written
- Technical presentations
- Reviews given
- Open source contributions