Hackathon Project
Agentic AI Conversational Ordering PoC
A conversational ordering PoC built in under 48 hours, winning the Built with AWS track with tool-grounded ordering flows.
Node.jsExpressOpenAI Agents SDKSQLite+2
Experiments · Research · Things I've built
Ideas, in the making.
A selection of AI and cloud engineering projects, filterable by tech stack.
07selected projects
7 projects
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Study Project
Speech Emotion Recognition
A 3D CNN application that recognizes seven emotions from speech, achieving 86.49% accuracy on a 777-sample test set.
TensorFlowKerasPythonLibrosa+2
Study Project
Data Science with R: Student Performance Prediction
Student-habit analysis and regression benchmarking; Linear Regression led exam-score prediction with an R² of 0.897.
PythonRJupyterRegression+1
Study Project
Explainable Google Stock Forecasting
A dashboard comparing four Google stock forecasting models; Transformer achieved the lowest RMSE and MAE with per-forecast explanations.
PythonStreamlitTransformerLSTM+2
Internship Project
Vicobi AI
A FastAPI backend integrating speech recognition and receipt processing, turning pretrained AI models into a deployable API.
FastAPIPhoWhisperEasyOCRPyTorch+2
Study Project
Real-time Spotify Control with Hand Gestures
A six-gesture Spotify controller that reached 0.87623 mAP50-95 and runs directly from a webcam on macOS.
PythonYOLOv8OpenCVPyTorch+2
Research Project
Residual SAC for Retail Replenishment Under a 25 m² Limit
A twice-weekly replenishment system reached a 97.81% fill rate over 52 simulated weeks with no violations of the 25 m² floor-space limit.
PythonPyTorchSoft Actor-CriticFastAPI+2