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MANISH SONAWANE

@manishsonawane

Machine Learning Engineer

Pune

47BillionDr. BAMU Aurangabad

Manish Sonawane is an experienced Machine Learning Engineer with nearly 3.4 years of expertise in developing and implementing advanced ML models. He specializes in Data Science techniques, leveraging proficiency in Python and cloud platforms including AWS, GCP, and Azure. His core competencies include Natural Language Processing (NLP), deep learning, and building high-accuracy classification systems, such as a document classification system that achieved 92% accuracy.

Experience

ML Engineer

47Billion

Feb 2001 - Present

Collaborating with cross-functional teams to gather requirements and translate them into scalable ML solutions. Conducting thorough data analysis and visualization to extract valuable insights for business stakeholders. Building models for different classification algorithms such as Logistic Regression, Decision Tree, and Random Forest. Leading the development of Machine Learning models tailored to specific business needs, ensuring accuracy, efficiency, and scalability.

Trainee Quality Engineer

Sipra Engineering Pvt. Ltd.

Nov 2001 - Oct 2001

Utilized in-depth industrial expertise to conceptualize and enhance mechanical systems. Spearheaded the incorporation of Lean Manufacturing principles, leading to a 15% improvement in operational efficiency. Orchestrated the seamless integration of mechanical designs with electrical and software components.

Education

Dr. BAMU Aurangabad

B.E.

Jan 2019

MSBTE

Diploma

Jan 2016

Skills

Python
SQL
Data Analysis
Feature Engineering
Cloud Platforms
Document Classification
Deep Learning
Natural Language Processing (NLP)
Generative AI
AWS
GCP
Azure
Pandas
Scikit-learn
TensorFlow
PyTorch
FastAPI
CI/CD
Data Visualization