Kaushal Jani is an experienced Data Scientist skilled in building end-to-end data pipelines and advanced machine learning models. His expertise spans AWS cloud services, including Lambda, S3, and Kafka, alongside deep learning frameworks like TensorFlow and PyTorch. He has practical experience in developing video recommendation systems, text classification, and computer vision applications such as image super resolution and gesture recognition.
Experience
Data Scientist
Genuin Inc
Developed data pipelines for DS workflows using AWS lambda, ec2, s3, kafka, and ecs. Worked on end-to-end near real-time video recommendation systems (s3, lambda, aerospike, flask). Built text classification models end-to-end (data scrapping, sklearn, lambda). Integrated pytorch’s silero stt model with android. Developed article-to-question generation using Chat-Gpt (lambda, sqs, ecs, openai-api). Developed the VQI (Video Quality Index) model (opencv, google’s uvq, os models) for assessing video quality. Worked with stable diffusion, video background removal, and AR tasks.
AWS Cloud Data Engineer Intern
Cognizant
Trained on cutting-edge technologies including spark, databricks, aws, python, and sql. Applied concepts like ETL, Spark Streaming, VPC management, s3, Redshift, and EC2.
Education
Institute Of Technology Nirma University
Bachelor of Technology
Computer Science & Engineering
Courses included Data Structures, Analysis Of Algorithms, Artificial Intelligence, Machine Learning, Deep Learning, Networking, and Databases.
Shree B.N Virani Higher Secondary School
12th Science
PCM