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Technical Architect - ML & Big Data Analytics at Positive Bioscience
IN | Bangalore, KA
I am a data science professional with 7+ years of experience.
Experienced in the design and development of algorithms and applications, primarily implementing large scale data analytic solutions using tools like Hadoop MapReduce framework, R, Python, NoSQL database like MongoDB and other open source tools used in data science along with HPC platforms in areas such as Big Data Analytic, Data Mining, Machine Learning, AI, Unstructured Data, Exploratory Data Analysis, Uplift Modelling, Cluster Analysis, Predictive Analytic, Opinion Mining, Text Analytic, Data Modeling, Data Migration, Enterprise Architecture, Data Governance and Synchronization.
I have worked with the following Machine Learning algorithms using the following tools : R, Python ML library, Mahout and Apache UIMA - (Unstructured Information Management Architecture) in different areas like pattern recognition, corpus curation, and uplift modelling that I employ for recommendation engine for evidence based treatment option for cancer patients.
• Principal Component Analysis
• k-means clustering
• Support vector machine
• Apriori algorithm
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