Maanik Garg

Maanik Garg

Data Scientist
Germany

About Me

With two years of experience as a Data Scientist and one year in software development and testing at Cognizant, I specialize in harnessing advanced analytics and machine learning methodologies to extract actionable insig…

Experience

Software and Data Associate

Cognizant, Pune
Dec 2020 - Feb 2024 · 3 years 2 months

<p>Successfully deployed a Machine Learning Model for Wafer Fault Detection, achieving an accuracy rate of 87% using Random Forest and XGBoost algorithms.<br>
Played a key role in a 9-member team, responsible for data aggregation, preparation, and deployment of various Machine Learning models.<br>
Collaborated closely with team leads to establish and maintain data modeling standards, ensuring consistency and reliability across projects.<br>
Conducted comprehensive testing and validation of multiple machine learning models to ensure accurate predictions, contributing to the delivery of robust solutions.<br>
Proficient in Data Science, with expertise in applying and deploying ML models on cloud platforms.<br>
Experienced in utilizing data analysis tools and techniques to derive actionable insights from large datasets.<br>
Skilled Windchill Java developer, proficient in creating and maintaining code to support data-related applications.<br>
Demonstrated expertise in software testing, ensuring the integrity and reliability of data-driven applications.<br>
Proficient in Agile methodologies for efficient project management and experienced in using Git for collaboration and code management.<br>
Familiarity with CI/CD pipelines for enhancing development efficiency and ensuring product quality.<br>
Proven track record of delivering high-quality data solutions within project deadlines.</p>

Data Analyst Intern

Leaf Innovations Pvt. Ltd., Delhi
Jun 2019 - Aug 2019 · 2 months

<p>Implemented a recommendation engine to deliver personalized music recommendations to customers based on their listening habits.<br>
Leveraged Collaborative Filtering and Market Basket Analysis techniques within the model, achieving an accuracy rate of 87%.<br>
Developed a Tableau dashboard to visualize and interpret test results, enabling thorough analysis and informed decision-making processes.</p>

Skills

Core Java Data Analysis Professional Data Mining Python SQL Database Statistics Agile Amazon Web Services Data Science Data Representation GIT Version Control (GIT) Machine Learning Algorithms CI/CD SQL Java Machine Learning Data Analysis Data Wrangling Natural Language Processing Probability & Statistics Recommendation Engine Prediction Git JSON Agile Software Development Windchill Microsoft Office Random Forest XGBoost Tableau Collaborative Filtering Market Basket Analysis TfidfVectorizer Passive Aggressive Classifier K-means Clustering Power BI Recursive Feature Elimination Variance Inflation Factor
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