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Pawan Kumar Avantsa

@pawankumaravantsa

AI/ML Data Engineer

Hyderabad

https://www.linkedin.com/in/pawanavantsa/

FreelanceAdarsh College of Engineering

Experienced data engineer specializing in artificial intelligence (AI) and machine learning (ML) with a proven track record of designing, implementing, and optimizing data pipelines and infrastructure to support ML workflows. Skilled in data processing, model training, and deployment in cloud-based environments. Proficient in harnessing Generative AI techniques to develop innovative solutions for tasks such as natural language generation and image synthesis.

Experience

AI/ML Data Engineer

Freelance

•Oct 2022 - Present

Collaborated with teams in reputed organisations in the ML and AI projects related to NLU, Deep Learning, ML Models and Data Pipelines. Completed certified course in Data Science and Engineering from Golden Gate University, gaining expertise in machine learning.

ML Data Associate-II

Amazon

•Jun 2017 - Aug 2022•Hyderabad, India

Developed multiple skills and programs to improve NLU and responses of Alexa. Led the pilot Alexa IN Editorial team of 30 engineers which increased the accuracy of Alexa by 21%. Exceeded goals through adding more than a million responses to Alexa india. Collaborated with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models and improved overall success rate by 36%.

Education

Adarsh College of Engineering

Bachelor of Science

Computer And Information Sciences

Kakinada

KnowledgeHut upGrad

Data Scientist Bootcamp

Data Science

Jan 2022 - Jan 2023

Licenses & Certifications

Data Science and Engineering

Golden Gate University

Skills

Python
NumPy
Pandas
Scikit-Learn
Matplotlib
Flask
BERT
GPT
TensorFlow
PyTorch
Keras
AWS Glue
AirFlow
NiFi
Kafka
TensorFlow Serving
AWS SageMaker
AWS S3
Docker
Kubernetes
Hadoop
Hive
Pig
HDFS
DataBricks
MySQL
MongoDB
Hypothesis Testing
Probability
Descriptive Statistics