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"applied knowledge is power, compassion is common sense"

~ shanoverali

Shanoverali
Saiyed

Machine Learning, Frontend Developer, Backend Engineer

import { machine-learning, full-stack } from shanover.dev

Profile Links:

Bio

A professional with over four years of experience as full stack developer working with various firms. Have strong competency in Machine Learning and Artificial Intelligence.

Python, SQL, Machine Learning, JavaScript, VueJS

Based in Toronto, CA 🍁

AI/ML Projects

Jan 2024 - Present

Gym-Motion-Pose-AI: Body Posture Intermediator

Lambton College

A project that aims to act as intermediator for exercises by applying ML and Computer Vision on human pose estimation. Targeting to provide active feedback of the pose and exercise motion using an ensemble of various models. .

  • OpenCV
  • Human Pose Estimation
  • Natural Language Processing (NLP)
  • Python (Programming Language)
  • Machine Learning
Github Link

Jan 2024 - Present

Mini-ATS: Resume Matching

Lambton College

The primary goal of this Python program is to provide an Applicant Tracking System (ATS) percent score by comparing the content of resumes (in the 'resumes' folder) to job description text files (in the 'jds' folder). The program utilizes keyword extraction to calculate the similarity percentage between the keywords in resumes and job descriptions.

  • Natural Language Processing (NLP)
  • Python (Programming Language)
  • Machine Learning
Github Link

Aug 2023 - Aug 2023

MedBot - Text2Text Generation - Based on GODEL

Lambton College

Trained model for text2text generation using Microsoft Godel (Large). Used a particular dataset to train. Experimental project.

  • Fine Tuning
  • Deep Learning
  • Artificial Intelligence (AI)
  • Natural Language Processing (NLP)
  • PyTorch
  • Hugging Face
Github Link

Jul 2023 - Jul 2023

Disease Prognosis by fine-tuning BERT

Lambton College

Disease Prognosis is a Sequence Classifier based on BERT. Trained to classify 41 diseases based on symptoms. This is an extension to the earlier project MedBot.

  • Fine Tuning
  • Deep Learning
  • Artificial Intelligence (AI)
  • BERT (Language Model)
  • Prompt Engineering
  • PyTorch
  • Hugging Face
  • Machine Learning
Github Link

Jun 2023 - Jul 2023

Summify - Whisper based YouTube Video Summarization/Transcription

Lambton College

An AI based tool, using OpenAI whisper model for transcribing a YouTube video. Aim is to summarize YouTube video into various representations, as per user's requirements. Current stage: MVP Next stage: Feature upscaling, public access with production site. Further plans: Make it scalable

  • OpenAI
  • FlaskAPI
  • Artificial Intelligence (AI)
  • Prompt Engineering
  • Machine Learning
Github Link