Athira Kannankeriyil Anilkumar
Edmonton,AB
Summary
Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Overview
7
7
years of professional experience
1
1
Certification
Work History
Data Scientist 2
Synergy Credit Union
09.2022 - Current
- Consistent performer and was part of a major data merger during the acquisition of another business.
- Played a key role in the data team of this credit union, leveraging analytical skills and data enterprise to enhance operational efficiency and strategic decision-making.
- Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test co ordinations.
- Leveraged cloud-based platforms to manage big data storage while maintaining scalability and accessibility of information assets.
- Established rigorous validation procedures for model accuracy assessment, ensuring the reliability of predictions generated by machine learning algorithms.
- Implemented advanced statistical techniques for accurate predictive modeling and forecasting of business metrics.
- Analyzed large datasets to identify trends and patterns in customer behaviors.
- Devised and deployed predictive models using machine learning algorithms to drive business decisions.
- Optimized business processes for increased efficiency through detailed data analysis and visualization tools.
- Developed polished visualizations to share results of data analyses.
- Applied statistical and algebraic techniques to interpret key points from gathered data.
Data Scientist
Shoonya AI
12.2020 - Current
- A remote based Machine Learning start-up company which provides consulting services to clients along with R&D in Machine Learning and Deep Learning
- Extract, clean, and integrate data from multiple data sources
- Perform and analyze descriptive, predictive and/or prescriptive models(segmentation, scoring, machine learning, AI…)
- Work on long term Machine Learning projects supporting a variety of business functions - editorial, marketing, sales, operations, strategy
- Present information using data visualization techniques such as Tableau and Power BI
- Propose solutions and strategies to business challenges.
Business Intelligence Analyst
Cubet Techno Labs
05.2018 - 11.2019
- An IT consultancy and software product development company that designs, develops and deploys solutions accessible through web, mobile, and embedded software products
- Research, develop, modify, and deploy data-collection processes
- Develop policies and techniques for gathering and analyzing data
- Work in conjunction with the IT department to set up hardware and software upgrades to simplify how the organization leverages data usage
- Analyze data before reporting findings and data-driven recommendations to the company for decision making
- Collaborate regularly with various departments and staff members, including the marketing and customer service teams
- Interact with customers to evaluate product performance and identify areas of improvement.
Marketing Analyst
Fingent Global Solutions
11.2016 - 09.2017
- A New York based custom software development company firm providing: End-to-end Technology Services, Advisory Services, Enterprise Consulting, and Application Development
- Analyze sales funnels and customer intent
- Measure ROI of online and offline campaigns and track email campaign metrics
- Reporting on marketing KPIs like leads, conversion rates, website traffic and social media engagement and conduct competitive research and analyze benchmarking data.
Education
Business Administration Certificate - Statististics
North Island College
Campbell River, BC12.2020
Bachelor of Technology in Electronics and Communication Engineering -
MG University
Ernakulam, Kerala06.2016
Skills
- Python
- Pandas
- Numpy
- Data Visualization
- Feature Engineering
- Machine Learning
- Tableau
- Power BI
- SQL Sever Management Services
- Azure
- Database Structures and Algorithms
- Neural Networks
- SQL
- Statistical Analysis
- Scikit-learn
- Statistical Modelling
- Predictive Modelling
- Power BI
- Keras
- Supervised Learning
- Unsupervised Learning
- Large dataset management
- Big Data Analytics
- Data Exports
- Python Programming
- Database Management
- Data Mining
- Natural Language Processing
- Business requirements gathering
- SQL Databases
- Data science research methods
- Data Aggregation Processes
- Optimization Techniques
- Intelligence Gathering
- Business Forecasting
- Active Listening
- CRM Click Dimensions
- Microsoft Fabric
- Leadership
Certification
- Kaggle Certificate of Completion- Python
- Analytics Vidhya- A comprehensive Learning path to become a data scientist in 2021
- Introduction to Data Science in Python
- Introduction to SQL
- Machine Learning with Scikit-learn
- Introduction to Deep Learning in Python
Accomplishments
- Kaggle Competitions Contributor
- Published research paper in International Journal of Scientific and Engineering Research (IJSER) - (ISSN 2229-5518)
Languages
English
Hobbies and Interests
- Machine Learning and Data Science
- Deep Learning
- Image Processing
- NLP
Projects
Voice Input Voice Output Communication Aid, VIVO recognizes the disordered speech of the user and builds messages, which are converted into synthetic speech. Feature extraction techniques used- VAD and MFCC. Feature matching techniques used- VQ, HMM, ANN, and SVM. The model recognized the disordered speech of the user and built messages, which were converted into synthetic speech. Analysis of the percentage accuracy for recognition with codebook size showed that the performance of the proposed system increases with an increase in the number of centroids.
Timeline
Data Scientist 2
Synergy Credit Union
09.2022 - Current
Data Scientist
Shoonya AI
12.2020 - Current
Business Intelligence Analyst
Cubet Techno Labs
05.2018 - 11.2019
Marketing Analyst
Fingent Global Solutions
11.2016 - 09.2017
Business Administration Certificate - Statististics
North Island College
Bachelor of Technology in Electronics and Communication Engineering -
MG University
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