Sneha Akula Email & Phone Number

• Data scientist with over 5 years of experience in the development of Machine Learning models and data analysis. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in machine learning, deep learning, statistical analysis, data modeling, data engineering, computational optimization, and natural language processing.• Comfortable writing complex SQL queries to extract and integrate data from multiple database sources with developing and implementing data science techniques (predictive, prescriptive, ML etc.)• Leveraged OpenCV, CNNs, Fast RCNNs, Mask RCNNs and YOLO to develop computer vision applications. Strong mathematical and statistical testing experience to implement feature selection in machine learning and AI models.• Expertise in Python, and Java writing programs and analyzing large datasets to uncover answers to complex problems and discover trends and patterns.• Worked on several high-visibility Data Science case studies and was instrumental in the end-to-end development, and deployment of some cutting-edge ML solutions.• Proficient in designing a high-performing Machine Learning algorithms for regression, classification, and clustering problem statement.• Knack of keeping abreast of all emerging Technology trends in areas like NLP, Image Processing, Computer vision, Deep Learning • Skilled in Machine learning, pattern recognition, predictive modeling, recommendations, and deep learning extraction from unstructured data, pattern discovery, and time series forecasting.• Experienced in developing Recommendation Systems and Chatbots using state-of-the-art algorithms in Natural Language Processing• Knowledgeable in designing, deploying, and monitoring ML Model Pipelines in cloud Services.• Expertise in Cloud and ML Ops automation with experience with Docker and Kubernetes and Implemented Apache Airflow, Beam and Kubeflow to monitor the pipeline.• Skilled in designing and developing various dashboards, and reports utilizing Tableau and Power BI Visualizations like bar graphs, scatter plots, pie charts, geographic visualization, and others making use of actions, and other local and global filters according to the end-user requirement• Worked in an Agile environment and have good insight into Agile methodologies and Lean working techniques Participated in Agile ceremonies and Scrum Meetings

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  Visvesvaraya Technological University

  Computer Science Engineering