Manu Premachandran

Manu Premachandran

Data Science and Machine Learning Intern
India

نبذة عني

Detail-oriented data analyst with a strong background in statistical analysis, data visualization, and data-driven decision-making.
•Proficient in using tools like Python, R, SQL, and data visualization software to extra…

الخبرة

Data Science and Machine Learning Intern

Uniconverge Technologies Pvt. Ltd
Feb 2024 - حتى الآن · 2 سنوات 5 أشهر

Collaborated with interdisciplinary teams to integrate real-time traffic data streams into the forecasting framework, resulting in a 25% increase in the responsiveness and adaptability of traffic management systems within the smart city infrastructure.
Orchestrated a data science initiative focused on Smart City Traffic Forecasting, resulting in a 20% improvement in traffic prediction accuracy compared to traditional forecasting methods, achieved through the implementation of advanced machine learning algorithms.

GOOGLE AI-ML Intern

Google LLC, AICTE
Jan 2024 - Mar 2024 · 2 أشهر

Leveraged Google Cloud Platform (GCP) services such as BigQuery, Dataflow, and TensorFlow to analyze large datasets and develop machine learning models for predictive analytics.
Developed custom machine learning models in TensorFlow/Keras to address specific business objectives, achieving an 91% improvement in accuracy compared to baseline models.
Implemented end-to-end machine learning pipelines using Google AI Platform, encompassing data preprocessing, feature engineering, model training, evaluation, and deployment.

Data Analytics Process Automation Intern

Alteryx, Inc, AICTE
Sep 2023 - Nov 2023 · 2 أشهر

Designed and implemented Alteryx workflows to automate data cleaning, blending, and preprocessing tasks, reducing manual effort by 80%.
Proficient in utilizing Alteryx Designer for data parsing, transformation, and validation to ensure data integrity and accuracy for analysis.
Developed complex Alteryx macros to streamline repetitive tasks and enhance workflow efficiency, resulting in a 70% reduction in processing time.

المهارات

البيانات الضخمة تقييم البيانات تحليل البيانات المحترف ماتلاب مايكروسوفت إكسل بايثون (لغة برمجة) قاعدة بيانات SQL أباتشي هادوب التواصل في الأعمال سحب البيانات علم البيانات جمع العينات خوارزميات تعلم الآلة الجداول المحورية لغة البرمجة R تحليل بيانات الويب مهارات تحليل البيانات التعلم العميق تعلم الآلة باور بي آي تابلو تحليل البيانات والتقارير SQL Data Visualization matplotlib Statistical Analysis Hypothesis Testing MATLAB SPSS Alteryx Alteryx Designer Data Cleaning Data Blending Data Preprocessing Data Parsing Data Transformation Data Validation TensorFlow Keras Google Cloud Platform (GCP) BigQuery Dataflow Google AI Platform Feature Engineering Model Training Model Evaluation Model Deployment Predictive Analytics Data Pipelines Dashboards
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