Projects

Nutrition Label Agent

LangChain, LangGraph, Gemini Vision, Tavily, FastAPI, Pydantic

LangChainLangGraphGeminiFastAPI

Zero-Shot Object Detection Service

PyTorch, TorchVision, Transformers, Grounding DINO, FastAPI

PyTorchTransformersGrounding DINO

RAG Service

LlamaIndex, Groq, Llama 3.1, Hugging Face Embeddings, FastAPI

LlamaIndexGroqLlama 3.1

Scientific Research: T1D Stress & Exercise Detection

Random Forest, Multi-modal Data Fusion, Signal Processing, OOP-based ML Pipelines, Data Augmentation

Random ForestSignal ProcessingResearch

Stress Detection

Natural Language Processing, Neural Networks, Deployed on Hugging Face

NLPNeural NetworksHugging Face

SMS Text Classifier

Natural Language Processing, Recurrent Neural Networks, LSTM

NLPLSTMRNN

Cats and Dogs Image Classifier

Convolutional Neural Networks

CNNTensorFlow

Book Recommendation

K-Nearest Neighbors

KNNCollaborative

Heart Disease Prediction

Logistic Regression, XGBoost, Random Forest, Hyperparameter Tuning

Scikit-learnXGBoostRandom Forest

Song Popularity Prediction

Linear Regression, Data Cleaning, Exploratory Data Analysis

PythonPandasLinear Regression