Engineering @vance-club | Cloud Infrastructure, Site Reliability and DevSecOps | GCP Certified Professional Cloud Architect
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vance-club
Data Scientist
June 20, 2026 – Present
Elastic-Stack-Docker-Compose
June 8, 2022 – June 10, 2022
ELK(Elastic-Search, Logstash, Kibana) stack powered by docker and docker-compose.
View ProjectTaskCat-codepipeline
May 20, 2022 – May 23, 2022
This is the code pipeline for cloud formation testing of Elastic Kubernetes Service for production.
View ProjectOpsLyft
March 24, 2022 – March 30, 2022
Developed a CI/CD pipeline which builds a docker container and runs it on AWS ECS which is configured with autoscaling and load-balancing.
View ProjectClothing-Image-Prediction-with-CNN-WebApp
May 14, 2021 – May 14, 2021
explains how to build Convolutional Neural Network(CNN) for Fashion MNIST project which is an Image Recognition Clothing Prediction Web App which we are going to build using Convolutional Neural Network and Flask App. This is a complete project tutorial series where we are going to learn how to train the CNN model on Fashion MNIST greyscale Image dataset and build a corresponding Flask based web app to show the Image predictions in terms of Fashion Tags.
View ProjectFace-Mask-Detection-using-CNN
April 25, 2021 – April 25, 2021
During pandemic COVID-19, WHO has made wearing masks compulsory to protect against this deadly virus. In this project we will develop a machine learning project – Real-time Face Mask Detector with Python.
View ProjectRealtime-Human-Emotion-Detection
April 16, 2021 – April 16, 2021
Development of a Real-Time Emotion Recognition System Using Facial Expressions and EEG based on machine learning and deep neural network methods
View ProjectSentiment-Analysis-using-Deep-Neural-Network
April 9, 2021 – April 9, 2021
This is a deep neural network model used to predict the sentiments of the customers who reviewed and rated the movies. We build this deep neural model using 2 layers of a deep neural network. The accuracy is around 85% and we can still optimize the model.
View ProjectFace-Recognition-Sytem-using-KNN
March 11, 2021 – March 15, 2021
This is a Face recognition system which is developed with the help of Haar Cascade Classifier. This System uses KNN algorithm to recognize the faces of people.
View Projectzip-password-cracker
September 30, 2020 – October 13, 2020
This is used to crack the password in the Zip file.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal learning and exploration across various technical domains, including data science, machine learning, and DevOps. This indicates a self-driven individual. However, the projects are all personal, which provides limited insight into team collaboration or experience in a structured organizational environment. The breadth of projects suggests curiosity and a willingness to tackle diverse challenges, which can be a positive cultural fit for dynamic environments. The current role as 'Data Scientist' aligns with the target role, but the 'experienceLevel' is 0, which contradicts the current employment, suggesting a potential discrepancy or very recent entry into the role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a proactive approach to learning and applying various technologies, which could suggest a self-starter attitude. However, there is no information on collaboration, problem-solving methodologies, or communication style.