Software Engineer Data

Sajana Kadangara

Certified Data Scientist

*************@*****.*** +91-953*******

CAREER OBJECTIVE: Data Scientist with an overall 8 years of experience in developing Software projects and Data Science projects for MNC clients and products. A relevant 2 years of experience in Data Science areas like predictive modeling, data processing, data mining, machine learning to solve challenging business problems.

KNOWLEDGE AND EXPERIENCE

Well versed with predictive modelling, data processing, data mining.

Very good at Statistical Analysis and Exploratory Data Analysis.

Strong experience in python with Jupyter Notebooks.

Experience with Scikit-Learn, Pandas, Numpy, NLTK

Experience in Applying Machine Learning techniques to Structured & Unstructured Data.

Good experience in Regression modelling, Classification, time-series forecasting.

Good knowledge on parameter tuning and feature extraction.

Very good at processing, cleansing, and verifying the integrity of data.

Handled both structured and unstructured data sets.

Experience with data visualization tools like Matplotlib. PROFESSIONAL EXPERIENCE

Jul’19 - Present : Rubixe

Consultant

• Full filled all data scientist duties for Client projects

• Helped customers for better understanding on varying aspect of data and modern technology.

Jun’19 - Dec’17 : Informatica Bangalore India

Senior Software Engineer

• from Dec’17 to Nov’18 worked as a client of BristleCone.

• From Dec’18 onwards as Informatica’s permanent employee [FTE]

• Full filled all data related and product related duties of Informatica’s project. Oct’17 - Aug’16 : Harman

Senior Software Engineer

• Full filled all duties of product development.

Aug’16 - Nov’14 : IDrive Software India

Senior Software Engineer

• Full filled all duties of Backup app.

Sep’14 - Oct’10 : Xithi Technologies

Software Engineer

• Full filled all duties of client projects.

TECHNICAL SKILLS

Data Science:

• Python, Numpy, Pandas, Sklearn Expert

• SQL, Cloud, MySQL, REST API Advanced

• Data Visualization, Tableau, Matplotlib Advanced

• Machine Learning Modelling Expert

• Statistics, EDA Expert

• Deep Learning, CNN Intermediate

Others: C, PHP, Data Structures, OOPS, Database: MySQL, Postgres, Java Script, Git,SVN EDUCATION

• BTECH in Computer Science and Engineering, Calicut University, India CERTIFICATIONS AND AWARDS

• Oct’19 Certified Data Scientist

International Association of Business Analytics

• May’18 Best Performer Award from BristleCone

Awarded for AXON product of Informatica

• Feb’97 Winner of District Level Maths Exhibition.

• Jan’98 Best Student Award at School Level

• Mar’02 Scholar of FAEA Foundation

Foundation for Academic Excellence and Access

PROJECTS ANNEXURE

• Project: Telecom Churn Rate Calculation [Sep’19 – Present] Client: One of the major Telecom Client of Rubixe

Description: Client of Rubixe is an established Telecom operator in Europe with more than a decade in Business. Due to new players in the market, telecom industry has become very competitive and retaining customers becoming challenge. Roles and Responsibilities: Accountable for project delivery.worked with client in defining clear business problem and with delivery team in understanding the variables that influencing the customers to migrate to competitors modelling ML algorithm XGBOOST, model deployment model evaluation and deployment.

• Project: Spare Parts Inventory Forecasting [Aug’19 – Sep’19] Description: Business case is on the inventory management. Keeping inventory of spares in various centre to the market demand is always challenge as most service centres spent significant amount in spare parts inventory costs. Roles and Responsibilities: Worked in machine learning modelling and evaluation from exploratory data analysis, feature engineering, model building and and evaluation. This project required significant data cleaning and transformation. ARIMA model used for forecasting the future months inventory.

• Project: AXON Data Governance [Dec’17 - Jun19]

Description: Axon powers the enterprise data governance program to your data. Axon gives the full solution on the market to ensure your team has integrated high quality data that is consistent, trusted and protected.

Roles and Responsibilities: Worked on both feature development and data science part of Axon. Used NLP for classification of discovered attributes from EDC to Accepted or Rejected statuses. The accepted attributes will be part of glossary and rejected will be removed from it. Used Naive Bayes machine learning algorithm to implement this. PERSONAL DETAILS

• Languages

Business English Expert

Malayalam Expert

Hindi, Kannada Advanced

• LinkedIn : linkedin.com/in/sajana-kadangara-18208161

• Address: #199, Sarovara Homes, Aecs Layout A Block, Kundalahalli, Bangalore – 560037

• Reference: Ageesh K Gopinath, Team Lead, Harman

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