PROJECT · 001
Curalink — AI Medical Research Assistant
MERN + OPEN SOURCE LLM + MEDICAL DATA APIS
AI-powered system that retrieves real medical research data and generates structured insights. It combines retrieval, ranking, and reasoning to help users explore diseases, treatments, and clinical trials.
- Fetches research papers from PubMed & OpenAlex
- Retrieves clinical trials from ClinicalTrials.gov
- Intelligent ranking (relevance, recency, credibility)
- AI-generated structured summaries & insights
- PDF report generation
- Handles API failures with retry + fallback
Node.jsExpressReactViteHugging FacePubMed APIOpenAlex APIClinicalTrials API
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PROJECT · 002
LuminaPath
AI RETINAL DISEASE DETECTION
Deep learning system to detect retinal diseases from OCT images using CNN models trained on 36,000+ images. Improved accuracy from 63% to 84%.
- Trained on Google Colab, exported weights, integrated into local backend
- Full-stack pipeline with Streamlit frontend for real-time predictions
- Automated PDF reports with AI-based explanations
- Multilingual support for improved accessibility
TensorFlowPythonStreamlitFlaskCNN
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PROJECT · 003
Brainwave RAG Assistant
LLM-BASED DOCUMENT Q&A SYSTEM
Retrieval-augmented generation system for document question answering using LangChain and FAISS, generating context-aware responses for user queries.
- Pipeline for document ingestion, chunking, embeddings, and vector search
- Integrated LLMs for context-aware response generation
- Improved response quality via prompt optimization and retrieval tuning
LangChainFAISSOpenAIPythonRAG
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PROJECT · 004
StockLensAI
STOCK ANALYSIS & FORECASTING
ML-based stock analysis system integrating financial datasets, FinBERT for sentiment analysis, and Prophet for time series stock trend forecasting.
- FinBERT sentiment analysis on financial news for market signals
- Time series forecasting using Prophet for stock trend prediction
- Evaluated model reliability using MAPE metric
ProphetTransformersFinBERTPython
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PROJECT · 005
AI Caption & Hashtag Generator
GENERATIVE AI · NLP · CONTENT
AI-powered tool that automatically generates relevant captions and hashtags for images and content using language models and NLP techniques.
- Leveraged LLMs for context-aware caption generation
- Hashtag recommendation engine trained on social media patterns
- Simple UI built with Streamlit for real-time content generation
PythonNLPLLMsStreamlit
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PROJECT · 006
Sentiment Analysis Bot
NLP · TEXT CLASSIFICATION
End-to-end sentiment analysis system that classifies text data into positive, negative, and neutral categories using NLP and transformer models.
- Implemented text preprocessing pipeline with tokenization and cleaning
- Fine-tuned transformer model for high-accuracy sentiment classification
- Deployed as REST API for real-time text sentiment inference
PythonTransformersNLPFlask
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PROJECT · 007
Financial Fraud Detection
REAL-TIME FRAUD DETECTION · BANKING
High-impact ML model for detecting financial fraud in real-time banking transactions, addressing class imbalance and achieving high precision-recall performance.
- Handled severely imbalanced datasets using SMOTE and ensemble methods
- Achieved high AUC-ROC score for fraud vs legit transaction classification
- Deployed as real-time inference API for banking integration
PythonScikit-learnXGBoostFlaskSMOTE
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PROJECT · 008
UPI Transaction Dashboard
DIGITAL PAYMENT ANALYTICS · INDIA
Interactive analytics dashboard analyzing UPI digital payment trends in India, providing insights into transaction volumes, patterns, and user behaviour.
- Processed large-scale transaction datasets with Pandas and NumPy
- Interactive visualizations using Matplotlib, Seaborn, and Tableau
- Key business insights on payment adoption trends across demographics
PythonPandasTableauPower BISeaborn
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