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

512

r/adithyaPosted by u/adxthyx1 month ago

PINNED BY MODERATORS

AI/ML

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

Teams / webAsk a question
AskAPSFind answers · follow up
HPE servicesDocuments · tickets · data

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.

FastAPI

React

Redis

MySQL

Microsoft Teams

Kubernetes

94 Comments

468

r/adithyaPosted by u/adxthyx12 days agoAI/ML

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

Checkout pageRedacted outline
Nemotron agentsPage · terms · prices
VerifierEvidence-matched findings

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.

TypeScript

React

Chrome MV3

FastAPI

NVIDIA Nemotron

SQLite

81 Comments

Code

341

r/adithyaPosted by u/adxthyx1 month agoAndroid

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.

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

Reconcile Insights screen with a spending chart and category breakdown — Inside the Android appSaved on your device

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.

Kotlin

Jetpack Compose

Room

Coroutines

JUnit

57 Comments

Code

423

r/adithyaPosted by u/adxthyx1 month agoAI/ML

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

Python

BM25

BGE-M3

Qdrant

SQLite

SciPy

pytest

72 Comments

Code

356

r/adithyaPosted by u/adxthyx1 month agoWeb Dev

Browser game · Live

Chart Climber — Ride the Market

A browser bike game where real stock and crypto price history becomes the terrain: rallies are climbs, crashes are downhill runs.

A price curve you can ride

My work.: Built terrain generation, bike physics, Canvas rendering, market-data integration, and leaderboards.
Delivered.: A playable game across eight assets and four time ranges, on desktop and mobile.

Next.js

TypeScript

Matter.js

Canvas

PostgreSQL

63 Comments

Code Demo

247

r/adithyaPosted by u/adxthyx1 month agoWeb Dev

Web game · Next.js

GitHub Code-Match Quiz

A six-round quiz that shows you real code from a popular open-source project, with the giveaways hidden, and asks which repository it came from.

Recognize the code. Name the repo.

My work.: Built question generation, identifying-term redaction, balanced answer choices, and three lifelines.
Delivered.: A complete six-round game with fresh snippets every play, lifelines, and a score recap.

Next.js

TypeScript

GitHub API

Shiki

Motion

39 Comments

Code

Earlier work

212

r/adithyaPosted by u/adxthyx1 month agoWeb Dev

Developer tooling · Full stack

Repo Watch — GitHub Repository Monitor

A full-stack dashboard that tracks a GitHub repository's issues, pull requests, and CI runs over time, with daily snapshots and trend charts.

One repository, three signals

My work.: Built the Next.js dashboard, FastAPI metrics service, GitHub sync pipeline, and daily snapshots.
Delivered.: Historical and live monitoring of repository health, set up for langfuse/langfuse.

Next.js

FastAPI

PostgreSQL

SQLAlchemy

GitHub API

Recharts

33 Comments

Code

276

r/adithyaPosted by u/adxthyx1 month agoWeb Dev

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.

Python

Rasa

BeautifulSoup

Selenium

48 Comments

298

r/adithyaPosted by u/adxthyx1 month agoWeb Dev

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.

Next.js

OpenAI

python-pptx

Python

52 Comments

387

r/adithyaPosted by u/adxthyx1 month agoAI/ML

Computer vision · Assistive technology

Assistive Device for the Blind using a Vision-Language Model

A wearable assistive device that describes the user's surroundings aloud, using fine-tuned vision-language models to turn camera input into speech.

A camera view, described aloud

My work.: Fine-tuned MoonDream and BLIP models and built the camera-to-speech pipeline.
Delivered.: A wearable prototype that describes the scene through an earphone.

MoonDream

BLIP

Computer Vision

Text-to-speech

58 Comments

128

r/adithyaPosted by u/adxthyx1 month agoRouting

College hackathon

Multicity Vehicle Routing

A hackathon project that plans vehicle routes across multiple cities, built and deployed during a college hackathon.

Connecting stops across cities

My work.: Built a multicity vehicle-routing application.
Delivered.: Deployed and working by the end of the hackathon.

19 Comments

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