Admire Madyira

Artificial Intelligence

Fri, 01 Sep 2023 00:00:00 +0000

Natural Language Processing

Wed, 01 Jan 2025 00:00:00 +0000

Machine Learning

Sun, 01 Jan 2023 00:00:00 +0000

Nonlinear Optimization

Wed, 01 Jan 2025 00:00:00 +0000

Graph Theory

Sun, 01 Sep 2024 00:00:00 +0000

Abstract Algebra

Fri, 01 Sep 2023 00:00:00 +0000

Number Theory

Sun, 01 Jan 2023 00:00:00 +0000

Cryptography

Sun, 01 Jan 2023 00:00:00 +0000

Algorithms

Thu, 01 Sep 2022 00:00:00 +0000

Computer Systems

Sat, 01 Jan 2022 00:00:00 +0000

Data Structures

Wed, 01 Sep 2021 00:00:00 +0000

Calculus I, II, III

Wed, 01 Sep 2021 00:00:00 +0000

Grey Parrot

Sun, 01 Dec 2024 00:00:00 +0000

Real-time AI bidirectional speech translation integrated as a Chrome extension sidebar in Amazon Connect’s CCP interface. Enables live translated transcripts during calls, supporting 12+ languages.

Built with Deepgram Live API for speech-to-text, Google Translate for translation, a FastAPI backend, and AudioWorklet for real-time PCM audio processing. No hardware splitters required — fully browser-based deployment.

Foodback

Sat, 01 Jun 2024 00:00:00 +0000

Sustainability-focused web application designed to minimize food waste in college dining halls. Students get real-time menu insights, nutritional analysis, and AI-powered meal recommendations to make informed dining choices.

Built with a React/Next.js frontend, Python backend, and OpenAI API for meal recommendations. Features daily menu insights, plate tracking via image upload, and food waste analytics.

Agnostic LLM Watermarking

Fri, 01 Mar 2024 00:00:00 +0000

Implements dual watermarking paradigms — prompt-based and token-level — for large language model outputs using GPT-3.5-Turbo and Llama-2-7B-Chat. Addresses concerns about provenance, plagiarism, and misinformation by embedding imperceptible, machine-detectable signals into generated text.

Detection uses a BERTa classifier and statistical z-tests, evaluated on OpenAI Evals and WikiText-103 datasets with robustness and ablation experiments.

Experience

Mon, 01 Jan 2024 00:00:00 +0000