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Aspiring MLOps Engineer passionate about integrating ML with DevOps to deliver scalable and robust applications.
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Assessing your cultural and operational fit
insurance_fraud_detection
December 12, 2022 – July 13, 2023
The project will have a complete end-to-end pipeline for insurance fraud prediction model
View Projectdvc-nlp
September 5, 2022 – September 5, 2022
this repo contains the integration of nlp and dvc
View Projectmlops_winequality
July 10, 2022 – July 8, 2022
This repository is to demonstrate mlops using mlflow
View Projectdvc_cat_dog_classifier
June 29, 2022 – June 29, 2022
It uses DVC for CI/CD and classifies cats and dogs based on images
View ProjectDementia_detection_using_AI
May 8, 2022 – March 28, 2023
Dementia is a neurodegenerative disorder, using this web-app we can predict whether the person is suffering from dementia or not
View ProjectHealth_Care_AI
October 20, 2021 – October 20, 2021
In this project , I have trained multiple model which predicts the probability of an user having the mentioned disease based on symptoms
View Projectair_quality_index_prediction
September 28, 2021 – December 29, 2021
THIS WEB_APP ALLOWS USER TO PREDICT THE AIR QUALITY INDEX BASED ON FEATURES LIKE TEMPERATURE, WIND VELOCITY, ATMOSPHERIC PRESSURE
View Projectnumber-plate-recognition
July 5, 2021 – September 14, 2021
👉Create a model that will detect a car in a live stream or video and recognize characters on number plate of the car . 👉Secondly , it will use the characters and fetch the owners information using RTO API’s . 👉Create a Web portal where all this information will be displayed (using html,css,and js)
View ProjectDockerWeb
June 25, 2021 – October 5, 2021
📌 In this task you have to create a Web Application for Docker (one of the great Containerization Tool which provides the user Platform as a Service (PaaS)) by showing your own creativity and UI/UX designing skills to make the webportal user friendly. 📌 This app will help the user to run all the docker commands like: 👉docker images 👉docker ps 👉docker run 👉docker rm -f 👉docker exec 👉 add more if you want. (Optional) 👉 Make a blog/article/video explaining this task step by step. ⚙️ Task 7.2 - 📌 Write a blog explaining the use-case of javaScript in any of your favorite industries.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong focus on personal projects, indicating self-motivation and a passion for learning. The diversity of AI/ML applications (healthcare, dementia, air quality, fraud detection, number plate recognition) suggests a broad interest within the Data Science domain. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are brief, limiting insight into collaboration or problem-solving approaches.