Self-starter, quick learner, passionate and highly motivated individual who believes in competing with myself to complete goal-oriented tasks successfully. Ami has excellent analytical skills and critical thinking with problem-solving approach in a dynamic work environment.
As a Graduate Student at Northeastern University, I strengthened my skill sets on Algorithms, Big-Data technologies, Data Science and Cloud Computing to broaden my horizons. The versatility in these areas helps me to adopt new technologies quickly and be a strong decision maker to solve real-world problems.
As a Data Scientist co-op at Wolters Kluwer, I worked on Natural Language Processing and Deep Learning with ensemble techniques to provide AI-powered solution in healthcare domain. I gained knowledge on many paradigms of Data Engineering, Machine/Deep Learning and BERT text encoding technique to build and deploy models using Python, Flask, Microsoft Azure and Docker.
With almost 3 years of experience as a Software Engineer, I was involved in full software development life-cycle with expertise in automated application integration and deployment in an Agile environment. I was primarily responsible for system integration using SOAP and RESTful services in Java and SQL and maintaining synchronous and asynchronous communication via SOAP over HTTP/JMS or TCP/IP. I have also worked to build an anomaly detection model in Python by extracting big-data from various sources and performed data analysis and visualization for reporting the KPI’s and metrics in customer engagement for TIBCO products.
SKILL-SET:
Languages/Technologies: Python, SQL, Bash, Java, HTML, CSS, REST/SOAP Web Services
Machine Learning Skills: Regression, Classification, Ensemble Learning, Time-Series Analysis, NLP, Deep Learning
Statistical Skills: Hypothesis Test, Confidence Interval, Bias-Variance, Resampling, Subset Selection
Libraries/Frameworks: Keras, TensorFlow, Scikit-learn, Apache Spark, Apache Hadoop, Hive, Pig, Spring Boot
Database: MySQL, SQL Server, Oracle 11g, PostgreSQL, MongoDB, HBase
Cloud Technologies: AWS (CloudFormation, IAM, S3, EC2, Glue, Athena, RDS, SageMaker), Microsoft Azure
Other Tools: Tableau, Advance Excel, Docker, Flask, Jenkins, CircleCI, Jira, Git, SVN, Confluence