selected

work

a collection of research projects and development work spanning ai, robotics, and computer vision. from academic research to practical implementations.

1
full-stack development

ai-powered scrum master assistant

2024

full-stack web application that automates daily stand-up summaries by extracting relevant content from slack and jira logs using gpt-4 and langchain, processing 100+ messages per summary.

PythonGPT-4LangChainSlack APIJira API
2
ai systems

intelligent disaster management platform

2024

backend agents in python and fastapi that ingested and analyzed disaster data from 3 sources (social media, field reports, satellite imagery), processing 500+ data points per incident.

PythonFastAPIReactMapboxAI Agents
3
cloud security

digital media authenticity verification

2024

cloud-native system to verify digital image authenticity using 3 verification methods (perceptual hashing, invisible watermarking, cryptographic ledger), processing images up to 10mb with 93% accuracy.

AWS LambdaStep FunctionsFargateComputer Vision
4
machine learning

synthetic training data pipeline

2024

end-to-end training pipeline that used gpt-4 to generate over 1,200 high-quality synthetic customer support tickets from 20 real examples, fine-tuned phi-3-mini to reach 96% accuracy.

GPT-4PyTorchPhi-3QuantizationFine-tuning