Pushpendra singh P.

AI/ML Engineer

Burhar , India

Experience: 1 Year

Pushpendra singh

Burhar , India

AI/ML Engineer

18041.5 USD / Year

Notice Period: Days

1 Year

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About Me

Certified data science professional with 3+ years experience as Data Scientist, who believes that data is the most valuable resource for the growth of a company. Proficient in NLP, DL, ML, SQL, Data Mining, Data Visualization and Programming to pe...

Skills

Positions

Machine Learning Engineers

Data scientist

Portfolio Projects

Description

Objective: A health condition when liquid is accumulated in lungs, with the help of neural network based model we tried to classify x-ray image of chest whether is person have pleural effusion or not.

Solution: Training resnet18 architecture on x-ray image with user-defined callbacks. Methodology: Pre-processing image data and data augmentation with the help of keras.

Performing Ablation experiment in small chunk of data to evaluate resnet18 architecture

Key Achievement: Developed a model with AUC score 87 % on validation data.

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Description

Our dataset contains the sample of candidates of a company who is facing challenge that about 30% of the candidate who accept the job offers but do not join the company. So with the help of Decision Tree algorithm, ‘gini’ as criterion, I build a model to predict the likelihood of candidate joining the company.

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