Chanchal Sahu
Development
Karnataka, India
Skills
Machine Learning (ML)
About
CHANCHAL SAHU's skills align with Programmers (Information and Communication Technology). CHANCHAL SAHU appears to be an entry-level candidate, with 11 months of experience.
Work Experience
BITS PILANI
September 2022 - August 2023
- PG Certificate in Artificial Intelligence & Machine Learning (AIML) Academic Projects: • Life Expectancy Data • House Price Prediction • Human Activity • Topic Modeling • Sentiment Analysis • Cancer Data Prediction Capstone Project from BITS Pilani: Developed a Privacy Preserving Machine Learning Model for Credit Risk Assessment for FinTech industry to predict Good or Bad Credit Risk. • Encryption technique: Cryptography with Hazmat Layer • Model: Implemented GAN model to generate synthetic data. Binary Cross Entropy Loss function is used for classification with 0.33 loss. • Outcomes: In case of class imbalance issues, clients should be able to generate synthetic data which will improve overall training and prediction. • Future Work And Scope Of Improvement: The number of layers and nodes on the deep neural network be increased so as to improve the classification ability of the model. More data added to the network will help to get better results. Tech Stack Used: Python, Tensorflow, Flask Certified AIML Engineer from BITS Pilani, Hyderabad with more than 2 years of hands-on experience in AIML and 7.8 years of expertise in designing, developing, and deploying RESTful Service. Experienced in working on Supervised and Unsupervised real time data, where I've learned to perform EDA, Prediction, Classification, Feature Selection, Clustering. Specialized data Engineer with hands on experience in feature engineering concepts.
Education
BSP Senior Secondary School
HSC
September 2019 - December 2022
BITS Pilani
PG Certificate
Shri Shankaracharya College of Engineering and Technologies
MCA
