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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Real-vs-Fake-Faces-FineTuning-EfficientNet
January 10, 2022 – January 10, 2022
Real-vs-Fake-Faces-FineTuning-EfficientNet — GitHub repository
View ProjectML-Portal-FastAPI
October 27, 2021 – December 4, 2021
A complete end-to-end machine learning portal that covers processes starting from model training to the model predicting results using FastAPI.
View ProjectProduct-Demand-Forecasting-Using-ML
September 8, 2021 – September 8, 2021
Using machine learning to solve one of the most common problem of Supply Chain domain, i.e Demand Forecasting.
View ProjectBaby-Action-Detection-for-Safety-System-Prototype
September 2, 2021 – November 16, 2021
Prototype for Baby Action Detection and Classification
View ProjectEasyPreProcessing
September 1, 2021 – September 3, 2021
EasyPreProcessing is a Python module that comprises data pre-processing helper functions mainly for the purpose of data science and machine learning.
View ProjectTextReader-Tesseract-OCR
July 23, 2021 – September 4, 2021
A standalone tool that reads text from video/image.
View ProjectMovie-Review-Sentiment-Analysis-ML
February 14, 2021 – August 11, 2021
Complete EDA, training, building model & deployed live project of Sentiment analysis - Movie Review Classification (NLP)
View ProjectSpam-Classifier-ML
January 29, 2021 – February 14, 2021
Complete EDA, training, building model & deployed live project of Spam Classifier using machine learning techniques.
View ProjectNaruto-Handsigns-Predict-DL
April 10, 2020 – October 30, 2021
Using Convolution Neural Networks to classify Naruto Hand Signs.
View ProjectSimple-Perceptron-Javascript
March 19, 2020 – August 13, 2021
Simple Perceptron (Single Neural Network) using JavaScript
View ProjectCultural Fit Analysis
The candidate's portfolio consists entirely of personal projects, indicating a strong passion for data science and machine learning. The diversity of projects (ML portals, forecasting, image classification, NLP, utility tools) suggests a broad interest and willingness to explore different areas. However, the lack of team-based or professional experience makes it difficult to assess collaboration or cultural alignment within a corporate setting. The focus on personal projects aligns with a self-starter mentality.
Soft Skills & Operational Fit
The provided data does not contain sufficient information to assess soft skills or operational fit. The candidate's project descriptions indicate a proactive and self-driven approach to learning and applying technical skills.