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Projects

Some of the projects are from work and some are on my own time.

8

Propel Genie

Genie aims to 10x the developer experience for creators of autonomous agents. Tailored for initial use by Builders in the Olas ecosystem, Genie utilizes generative AI to take design specifications in natural language and turn them into fully functional autonomous AI agent code, ready for deployment on Olas and beyond.

7

Backpack Healthcare - Chatbot for Medical Assistance and Consultation

A chatbot that provides medical assistance and consultation services to users. The chatbot is designed to be user-friendly and efficient, providing accurate and relevant information to users. It is equipped with a wide range of features, including symptom checker, medication reminder, and appointment booking. The chatbot is powered by advanced LLM models and is capable of understanding and responding to user queries effectively. It is designed to be accessible to users from all walks of life, making healthcare services more convenient and accessible. It has direct access to Q&A with experts and can provide real-time feedback to users. Designed on RAG architecture, it is capable of providing accurate and reliable information to users.

3

Automatic Profile Creation Assistant

Streamlined profile creation using key documents for She Raises Capital

4

Virality Predictor

A classifier designed to predict the virality of news articles based on the number of Facebook interactions. This project aims to understand sharing behavior and the factors that influence it, such as the article category, headline, and the presence of images.

0

LLM Chatbot

LLM chat is a chat interface crafted with huggingface-falcon-7B for running Alpaca models. This repository contains the code for a chatbot that uses a large language model (LLM) to generate text responses.

SOON 4

Personal Portfolio

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1

Covid Detection CV model

Developed a robust component SDK for a pharmaceutical company, enabling efficient analysis of COVID-19 test videos. Utilized advanced computer vision techniques to perform object detection in the videos, employing YOLOv5 and YOLOv8 models. Implemented a custom ratio value for alignment, ensuring accurate object alignment based on orientation. Incorporated a VGG-based model for classification, enabling further analysis and insights on the detected objects. Leveraged the Roboflow platform for data annotation, ensuring accurate and comprehensive labeling of the video frames.

0

Matching Service

This projects main goal is to create matching service for a client, that calculates a matching score between a startup founder and an investor. It uses OpenAI's GPT-4 model to generate the score based on various criteria such as industry, investment stage, planned raised amount, and more.

1

Perceive Now - Patent Indexing and Analysis

Perceive Now is a comprehensive patent indexing and analysis platform, leveraging the USPTO public dataset to provide insightful dashboards and a QA chat platform. It indexes patents from the past 30 years, enabling users to gain historical insights on any topic of their choice.