Projects

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Explore my recent projects

AI in Healthcare

Enhance explainability and address data challenges for equitable AI healthcare.

AI in Healthcare

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Description

Enhance explainability and address data challenges, aiming to advance equitable and reliable AI-driven healthcare solutions.

Role

AI Researcher, focusing on LLMs for summarization and bias mitigation.

Duration

August – December 2024

Tools & Technologies

Python, TensorFlow, PyTorch, NLP, Explainability Models.

Swift Triage

Automate ER intake, transcribe patient-care interactions, auto-categorize data.

Swift Triage

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Description

Automate ER intake, transcribe patient-care interactions, and auto-categorize patient data to streamline emergency response.

Role

Product Manager and Data Analyst.

Duration

September – October 2023

Tools & Technologies

Python, NLP, Figma, Clinical Data Analysis.

The Rizzard

AI-powered dating chatbot for emotionally intelligent advice and guidance.

The Rizzard

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Description

Enhance digital dating efforts with emotionally intelligent dating advice and personalized guidance.

Role

Chatbot Developer and Prompt Engineer.

Duration

April – May 2024

Tools & Technologies

NLP, GPT 3.5, Chatbot Frameworks.

Bias Mitigation in ML Algorithms

Comparative analysis of bias mitigation techniques in ML for chronic disease detection.

Bias Mitigation in ML Algorithms

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Description

AIF360 was used to mitigate bias in machine learning models for heart disease detection.

Role

Machine Learning Researcher.

Duration

November – December 2024

Tools & Technologies

Python, PyTorch, TensorFlow, AIF360.

Pyre

Satellite alert system ensures timely wildfire evacuation.

Pyre

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Description

Satellite alert system ensures high-risk populations receive timely evacuation notifications without the need for internet or cellular access.

Role

Lead Product Designer and Developer.

Duration

October 2024

Tools & Technologies

Python, JavaScript, Node.js.

OkBloomer

Seed Delivery, Soil Sampling kits, AI Garden Design.

OkBloomer

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Description

OkBloomer supports individual carbon renewal with seed delivery, soil sampling kits, and AI-driven garden design.

Role

UX Designer and Product Manager.

Duration

January 2023

Tools & Technologies

Figma, React, Python.