Teapotllm is an open-source fine tuned ~800M parameter language model optimized for hallucination resistant QnA on CPU and mobile devices.

NLP thesis focused on learning intermediate representations for question answering. Uses word vectors, text to text transformers, coreference resolution and other NLP techniques to generate inferred knowledge graphs from a passage of text.

Conference presentation for MLOps Community about our work to build clinically validated models to identify and treat suicidal ideation in healthcare settings.

Built a system to identify imporant passively sensed features for remote patient monitoring, including insights & interventions. Filed patent with core intellectual property.

Leveraging object recognition models to analyze traffic patterns from NYC's free traffic camera API.

Programming Language created in less than a month for the REPL.it coding Jam. Features type inference, functional evaluation and C-like syntax

A fast, fully browser-based implementation of Seam Carving for content-aware image resizing. Instead of cropping or distorting your photos when resizing, this tool intelligently finds and removes the least important pixels (called seams) to preserve the main subjects of your image.

Python library that makes it easy to annotate and track physics objects in videos. Simply supply a configuration file and video, and the model will output annotated footage that can track objects and their velocities along with metadata accounting for camera tilt/pan.

NodeJS library that can simulate quantum algorithms on traditional hardware. Functional DSL includes all common quantum gates (Hadamard, CNot, etc) and is highly extensible. Can be utilized to prototype quantum algorithms before exporting to costly hardware.

E-Sports Statistics Platform focused on improving player performance through informed statistics. AI/ML Video Recognition technology used to analyze performance.

Language Models have been used for a variety of tasks- text generation, translation, etc. They have shown incredible strengths as few or zero shot learns. Let's take advantage of that to build a Chess Engine using GPT-3.

Drawing app that utilizes machine learning and handwriting recognition to evaluate mathematical expressions. Also supports graphing and mathematical variable assigment and numerical computation.

Codely is an integrated web IDE that allows for the live coding of JS apps. Code can be shared by simply copy/pasting the URL on any codely page.

Created tool to automatically clean and visualize data, and build machine learning models.

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Kit builder for after-market transmission controllers and various car modificationsa.

Thumby BASIC is a simple programming language designed to run on the Thumby, a compact and portable gaming console. Thumby BASIC allows you to create text-based programs and games on the Thumby device.

Created a model to predict rent prices and apartment occupancy from relevant features. Data will be used to competetively price apartment rent and predict occupancy for profit analysis. Resulted in a model with less than 5% error rate using ensemble machine learning methods.

Genetic algorithm library for native JS. Easily abstract complex genetic algorithms into simple wrappers for machine learning and AI projects.

A mind-bending game built around a physics engine resembling the famous M.C. Escher's artwork.