class Avik:
def __init__(self):
self.name = "Avik Sarkar"
self.username = "aviksarkar0204-stack"
self.education = "B.Tech CSE (AI/ML) @ Brainware University, 2028"
self.location = "West Bengal, India 🇮🇳"
self.roadmap = ["ML", "Deep Learning", "NLP", "LLMs / RAG / Agents"]
self.current = "Feature Selection · PyTorch · Semantic Search"
self.deployed_on = ["Streamlit Cloud", "Hugging Face Spaces", "shinyapps.io"]
self.languages = ["Python", "R", "Java", "SQL"]
self.fun_fact = "I proved classical ML beats DL on small tabular data 📉🤯"
def say_hi(self):
print("Thanks for stopping by! Every project here is built from scratch 🚀")
me = Avik()
me.say_hi()Languages
ML / AI
Data & Viz
Deployment & Tools
| Project | Description | Tech | Deploy |
|---|---|---|---|
| 🔍 BookSense | Semantic book recommender — understands meaning, not just keywords | HuggingFace Transformers, ChromaDB, LangChain | GitHub |
| 🚨 FakeGuard | Fake news detector · 99.51% accuracy on ISOT dataset | Python, SVM, Flask | HF Spaces |
| 💬 SentimentX | IMDB sentiment analysis · 89.37% accuracy | Python, SVM, Flask | HF Spaces |
| 📧 SpamGuard | SVM-based spam classifier with a slick dark-theme UI | Python, SVM, Streamlit | Streamlit Cloud |
| 📉 Customer Churn Predictor | Telco churn prediction · Logistic Regression · batch CSV prediction | scikit-learn, SMOTE, Streamlit | Streamlit Cloud |
| 📰 NewsAnalyzer | Dimensionality reduction showdown on 20 Newsgroups · TSVD+SVM wins at 93.27% | PCA, TSVD, NMF, t-SNE, Streamlit | Streamlit Cloud |
| 🌾 MandiPredict | Crop price forecasting on real Agmarknet onion data | Prophet, Streamlit | Streamlit Cloud |
| 🎬 MovieReco | Content-based movie recommender with TMDB poster display | CountVectorizer, Cosine Similarity, Streamlit | Streamlit Cloud |
| 🌤️ WETHERCast | 7-day weather forecast using Open-Meteo API + Prophet | Prophet, Plotly, Streamlit | Streamlit Cloud |
| 🌐 WETHERWebApp | Flask weather web app · Dockerized | Python, Flask, Docker | HF Spaces |
| 🏏 IPL Win Predictor | Logistic regression win probability dashboard | R, Shiny, ggplot2 | shinyapps.io |
| 🎨 ChromaSnap | K-Means dominant color palette extractor from images | K-Means, Streamlit | Streamlit Cloud |
| 📷 ColorCam | Real-time webcam color tracking with HSV masking | Python, OpenCV | GitHub |
⭐ If you like my work, consider giving a star! ⭐