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r/adithya.

The project collection.

From planning assistants to an offline expense tracker and a bike game built on market charts. What I built, the decisions behind it, and what came out of the work.

Recent work

HPE · Deployed internally

AskAPS — AI Assistant for HPE Supply Chain Planning

An AI assistant in Microsoft Teams and on the web that answers supply-chain planning questions from documentation, support tickets, and live planning data in one place.

One place to ask a planning question
  1. Teams / web
  2. AskAPS
  3. HPE services
My work.
Built the AskAPS application and integration layer across Teams, the web app, and HPE's AI services.
Delivered.
Planners get documents, related tickets, and planning figures from a single conversation.

Chrome extension · Multi-agent AI

ClearWeb — AI Dark-Pattern Detector for Checkout Pages

A Chrome extension backed by a multi-agent AI system that exposes hidden fees, pre-ticked add-ons, subscription traps, and manipulative consent on checkout pages.

From checkout page to checked findings
  1. Checkout page
  2. Nemotron agents
  3. Verifier
My work.
Built the React extension, the FastAPI multi-agent backend on NVIDIA Nemotron, and an evidence verifier.
Delivered.
Shows what you will actually pay, with every finding backed by exact text on the page.

Android · Native app

Reconcile — Offline Expense Tracker for Android

A native Android expense tracker that reads UPI and bank SMS, records every transaction automatically, and keeps budgets, card bills, and shared expenses in one offline app.

Inside the Android appSaved on your device
Reconcile Activity screen with transaction search, filters, and categorized payments

Activity

Reconcile Insights screen with a spending chart and category breakdown

Spending insights

My work.
Built the full app: SMS parsing, duplicate detection, budgeting, card cycles, and the Compose UI.
Delivered.
Automatic expense tracking that runs entirely on your phone, with no internet permission.

Search engineering · Evaluation framework

RAG-Bench — A Reproducible Retrieval Evaluation Framework

A framework for benchmarking RAG retrieval pipelines: keyword, dense, hybrid, and reranked search compared on the same questions, with statistical significance and latency.

FiQA · Search quality+21% relative
Hybrid search35.3%
With reranking42.7%

Relevant documents found in the first five results, averaged over 648 questions.

My work.
Built config-driven experiments, retrieval pipelines, IR metrics, and statistical testing.
Delivered.
Measured a 21% relative gain in Recall@5 from reranking on FiQA, statistically significant.
Inspect benchmark evidence

Earlier work

Solo project · Used by students

RIT Student Portal — Campus in One Place

A student portal that brought attendance, exam results, notes, and timetables together in one place, with a chatbot for attendance and grades. Used by classmates at RIT.

Campus essentials, together
My work.
Built the entire portal in my second semester, including scraping, result extraction, and a Rasa chatbot.
Delivered.
Students used it for notes, exam preparation, and attendance checks.

HackBangalore · Team project

NGO Pitch Platform — HackBangalore Prototype

A HackBangalore project connecting NGOs with potential donors. I built the AI pitch generator that turns a donor's interests into a tailored PowerPoint presentation.

A pitch shaped by shared interests
My work.
Owned AI pitch generation and much of the Next.js user dashboard.
Delivered.
Generates tailored, editable PowerPoint pitches from NGO and donor information.
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