Ayush Bhalerao

Projects

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  No-Cursor

  nocursor

  A local, CLI-first, code editor built for completely local experience after being fed up of ratelimit ragebaits.

  > core: llama.cpp + git

  > status: Implementing embeddings for structuring prompt and vscode/vim integration.

  > limit: Significantly low perfoming model than usual AI code editors
  python automation dev-tool llama.cpp / ollama QWEN /Deepseek models
  
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  FileSense

  filesense

  Local file organizer that groups documents using semantic similarity and user feedback.

  > core: SBERT embeddings + Cosine Similarity clustering

  > status: Implementing RLHF for custom user categorization

  > limit: Local inference latency on large directories
  python sentence-embeddings reinforcement-learning faiss SBERT / BERT automation
  
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  Air Quality Index Prediction

  aqi

  Predicts next-day AQI values using historical air quality data and machine learning.

  > model: Random Forest Regressor (scikit-learn)

  > data: Historical time-series via CPCB API

  > limit: Dataset sparsity in rural regions affects accuracy
  machine-learning Random Forest pandas scikit-learn seaborn/matplotlib data-analysis
  
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  E-Waste Recycling Platform

  ewsenku

  Web platform that identifies electronic waste categories and suggests nearby recycling centers.

  > core: Flask backend + Firebase Auth + GeoJSON mapping

  > method: Keyword matching against e-waste registry

  > todo: Integrate image recognition for waste classification
  python flask api-integration postman vuejs firebase
  
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  Face Detection Doorcam

  face_detection

  Real-time face detection system using OpenCV for basic monitoring and alerts.

  > tech: OpenCV Haar Cascades

  > pipeline: Frame capture -> Grayscale -> CascadeClassifier

  > limit: High sensitivity to lighting conditions; no face recognition (ID) yet
  opencv haarCascadeClassifier python
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  CLI Chat Application

  clichat

  Command-line chat program implementing basic client–server communication.

  > core: Python socket module (TCP) + Threading for concurrent listeners

  > note: Implements custom handshake protocol

  > limit: Plaintext transmission (No End-to-End Encryption)
  python requests cli network-protocols
  
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  Discord Moderator Bot

  dcbot

  Discord bot that detects similar phrases using text vectorization for basic moderation.

  > algo: TF-IDF vectorization for spam similarity detection

  > lib: discord.py (async/await)

  > limit: Context unaware; struggles with sarcasm
  python text-similarity discord.py
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  Movies CRUD API

  goapi

  REST API for managing movie records built using Go.

  > stack: Go (net/http) + Gorilla Mux router

  > architecture: Struct-based service layer

  > limit: Currently uses in-memory slice storage (volatile)
  go rest-api Gorilla/mux
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  Trash Collector CLI

  trashcli

  Simple CLI tool to store and track ideas or tasks from the terminal for this website.

  > core: argparse + JSON serialization for persistence

  > func: Append-only log logic

  > improvement: Migrate to SQLite for complex querying
  python cli automation supabase dev-tool

Ideas & Upcoming