#AriMinis Whenever an intuition strikes, I turn it into something tangible. This space is a collection of thoughts explored through making, small experiments, unfinished curiosities, and ideas given form before they fade away. "Mini things are foundational, every vast world begins as a small curiosity!"
Mini-Projects All (67) Language Models (8) RL (1) 3D Modeling (10) Computer Vision (16) Deep Learning (5) Web (13) GenAI (3) Games (8) Just Pythons (3)
Arachnid LLM: My Very First LLM My first end-to-end LLM build, from idea to runnable prototype.
Frog Catcher - RL Algorithm Trained a reinforcement learning agent to learn strategy through rewards.
Modeling - Angel Fish: Blender Created and rendered an Angel Fish model in Blender.
Dialect Classification Developed an NLP model to classify dialect variations from text.
Next Word Prediction: Bigram Implemented a classic bigram language model for next-word prediction.
Next Tamil Word Prediction: Bigram Applied bigram modeling to Tamil text for native-language prediction.
RAG Application Built a retrieval-augmented generation pipeline for grounded responses.
Object Detection: YOLO Used YOLO for real-time object detection experiments.
Photo Enhancement: AutoEncoder Enhanced image quality using an autoencoder-based approach.
Noise Removal: AutoEncoder Trained an autoencoder to denoise noisy image inputs.
Classify Anything: Swin Transformer Explored image classification using Swin Transformer architecture.
Puthu Words: ReactJs Built a React-based word-learning web app focused on Tamil vocabulary practice.
Uyir Kural: ReactJs Created a React app to explore and present Uyir Kural content with a clean UI.
MNIST Image Generation Generated handwritten digit-style images with deep generative modeling.
Modeling - Pterodactyl: Blender Designed a stylized Pterodactyl model in Blender.
Fewshot Object Detection Tested object detection performance under few-shot learning settings.
Neural Style Transfer Transferred artistic style onto content images using deep learning.
Image Segmentation: GMM Segmented images using Gaussian Mixture Models.
CLIP: Text to Image Explored cross-modal mapping between language and image semantics.
Modeling - Kangaroo: Blender Sculpted and rendered a Kangaroo model in Blender.
SIFT Image Mapping Mapped and matched image features using SIFT descriptors.
Tamil Letters Classification Built a model to classify Tamil characters from image input.
Modeling - Monitor Lizard: Blender Created a Monitor Lizard 3D model in Blender.
Sentiment Analysis Implemented text sentiment classification for polarity prediction.
Image Similarity: Contrastive Loss Learned visual similarity embeddings with contrastive learning.
MNIST Digit Classification Trained a classifier for handwritten digit recognition.
ToDo App: MERN Stack Built a full-stack ToDo app with MongoDB, Express, React, and Node.
Fire Dino Run: Game Developed a game prototype with custom mechanics and visuals.
Insectipedia: Django Created a Django-based web app for insect-related content.
Math Quiz: TailWind CSS Built a responsive quiz interface styled with Tailwind CSS.
Pupil Detection Implemented pupil localization using computer vision techniques.
Wildlife Gifography: Grid in CSS Designed a CSS Grid-based wildlife gallery layout.
Video UI: HTML, CSS Built a video-platform-inspired frontend UI using HTML/CSS.
WhatsApp UI: ReactJs Recreated a WhatsApp-inspired interface in React.
YouTube UI: ReactJs Designed and coded a YouTube-style UI clone with React.
Multiface Detection Detected multiple faces in a single frame using OpenCV pipelines.
Modeling - Dinosaur: Blender Modeled and rendered a dinosaur asset in Blender.
Modeling - Bacteriophage: Blender Built a bacteriophage-inspired 3D model in Blender.
Color Clustering - K Means Applied K-Means for dominant color extraction.
Image Segmentation - K Means Segmented image regions through unsupervised K-Means clustering.
Erectus Run: GDevelop Created a side-scrolling game prototype in GDevelop.
Kural.py Built a Python utility inspired by Thirukkural exploration.
Web Piano: HTML, CSS, JS Developed a browser piano with interactive key mapping.
Instagram Profile Clone: ReactJs Recreated an Instagram-style profile UI in React.
Speech Recognition for Web Development Integrated browser speech recognition into web workflows.
Virtual Quiz: CVZone, MediaPipe Built a gesture-driven quiz system with CVZone and MediaPipe.
Hand Recognition based Car Game Controlled game mechanics via real-time hand tracking.
Virtual Screen Lock Implemented a vision-based virtual screen lock concept.
Tom Counts Fingers Built a finger-counting vision demo with live inference.
Speech Recognition based Calculator Created a voice-input calculator using speech-to-text.
Modeling - Elephant: Blender Designed and rendered an Elephant 3D model in Blender.
Piano: PyGame Built a desktop piano simulator with PyGame.
YouTube Video Downloader Developed a utility to fetch and save YouTube videos.
Animals Sounds: PyGame Created an interactive animal-sound app in PyGame.
Reversing A Video: OpenCV Reversed video playback using frame-level OpenCV processing.
Fruit selling Website: Bootstrap3 Built a product-style website using Bootstrap 3.
Modeling - Pig: Blender Modeled and rendered a Pig character in Blender.
Hand Recognition: CVZone Implemented real-time hand detection with CVZone.
Fire Detector: OpenCV Built a basic fire detection prototype using OpenCV.
Modeling - Flag: Blender Created a waving flag model and render in Blender.
Modeling - Rodent: Blender Designed a Rodent model in Blender from scratch.
Talking Tom Built an interactive Talking Tom-style voice/play project.
Face Detection: OpenCV Implemented real-time face detection with OpenCV.
Animated 2D WindMill - Turtle Created a 2D animated windmill using Python Turtle.
Dino Run: PyGame Developed a PyGame take on the classic Dino run concept.
ShinChan: Turtle Drew a ShinChan-themed graphic using Turtle graphics.
Space Shooter: Ruby Gosu Built a 2D space shooter game using Ruby Gosu.
