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Abhinav Kolli's Projects

2048ai icon 2048ai

A DQN-learning agent that trains and plays 2048 in real-time. The react-flask app is also human playable.

algorimage-master icon algorimage-master

A pathfinding algorithm visualizer that showcases A* Search, BFS, Greedy BFS, DFS, and Djikstra's algorithms under four different heuristics.

prizebox icon prizebox

Startup idea on coupon and giftcard scanning tool

scrapi icon scrapi

Model generation for scraping up-to-date API documentation to get the most relevant answers

sentiment-analysis-api-project icon sentiment-analysis-api-project

Created Sentiment Analysis API that can train, test, and use several binary classification models to predict sentiment from reviews.

shomeinterface-development icon shomeinterface-development

Designed frontend user sign-in, home, and search pages. Also, worked on the web-scraping and collaborative filtering models in backend.

snakeai icon snakeai

Tabular Q-Learning and human-controllable snake game

song-roulette icon song-roulette

Music generation through unconditional and conditional LLM production

stockbot-research icon stockbot-research

ARIMA-LSTM hybrid model testing on stock model prediction and DQN Learning Agent trial

taskly icon taskly

React, redux, and typescript CRUD task and quick checklist app

tetrisai-agent icon tetrisai-agent

School project to practice learning to make and generate algorithm to play Tetris

vlogmi-monetization icon vlogmi-monetization

Full stack interface with React Native and Firestore that directly displayed vlog app's monetization interface for content creators

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