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PRAFUL SONI

@prafulsoni

AI/ML ENGINEER

Udaipur

LakeBrains TechnologiesGeetanjali Inst. of Technical Studies

Praful Soni is an AI/ML Engineer with experience developing and deploying machine learning models for NLP tasks, including sentiment analysis and text classification. He is proficient in Python, Flask, and FastAPI, utilizing frameworks like TensorFlow and BERT. His expertise includes deploying models on AWS services (EC2, Lambda) and performing data mining and visualization using tools like Pandas and Matplotlib.

Experience

AI/ML ENGINEER

LakeBrains Technologies

Mar 2001 - PresentUdaipur

Developed Machine Learning models for NLP tasks such as sentiment analysis and text classification. Deployment of machine learning models using AWS services. Implemented data visualisation techniques to present results of analysis. Performed data mining and data analytics to identify patterns and correlations in large datasets.

Motion Graphic Designer

WebSenor Infotech

Aug 2001 - Dec 2001Udaipur

Worked on video creation and graphics. Create 3D illustrations using Blender 3D.

AI/ML ENGINEER

LakeBrains Technologies

Jan 2001 - Apr 2001Udaipur

Identified and fixed bugs and errors in code. Analysed existing codes and identified areas of improvement. Wrote and executed tests to detect and prevent bugs in code. Researched new tools and technologies to improve debugging process.

Education

Geetanjali Inst. of Technical Studies

B.Tech

Aug 2018 - Jan 2022Grade: 8.36 CGPA

Skills

Python
C++
Flask
FastAPI
Tensorflow
ONNX
BERT
SQL
NoSQL
Pandas
Numpy
Bokeh
MatplotLib
Holoviz
Boto3
seaborn
plotly
Scikit-learn
Git
GitHub
VirtualBox
AWS
AWS Lambda
AWS EFS
AWS EC2
Ubuntu
Linux
Windows
Problem-solving
Teamwork
Time management
Networking