Adarsh A. Email and Phone Number
With a Master’s degree in Web and Data Science from the University of Koblenz and Landau, I've transitioned to a data science role at Vonovia, where my core competencies in advanced analytics, LSTM, and DNN shine. At this leading real estate company, we tackle multifaceted business challenges through rigorous data analysis and model development.My recent project involved developing a predictive model using LSTM, enhancing our multi-class classification capabilities. Collaborating with the team, we've leveraged Word2Vec for semantic analysis in textual data, ensuring our models are as accurate and insightful as possible. We're committed to driving innovation and operational excellence, and I am eager to contribute my analytical skills and deep learning expertise to our collective success.
Vonovia
View- Website:
- vonovia.de
- Employees:
- 2100
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Data Scientist | Advanced Analytics And AiVonoviaDüsseldorf, Nrw, De
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Data Scientist | Advanced AnalyticsVonovia Jul 2023 - PresentNorth Rhine-Westphalia, GermanyConducted in-depth analysis to build robust classification, regression and clustering artifacts to address business challenges for real estate use cases.◦ Contributed to a predictive model for a multi-class classification problem by implementing LSTMs and capturing the semantics for textual German through word embeddings using Word2Vec.◦ Currently working on a Forecasting model using a multivariate dataset which is an Irregular Time-Series. Employing Interpolation methods and classical machine learning regressor(s) to predict future trends.
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Master Abschlussarbeit | Deep Learning In Fault Detection (Quality Control)Bosch Jul 2022 - Feb 2023Ulm, Baden-Württemberg, GermanyTopic: Boosting Time-series classification(TSC) on industrial sensor data through Deep Learning◦ Implement Deep Learning models (CNN, Transformers) for TSC.◦ Employ data augmentation techniques to boost training performance.◦ Technical assistant at 'Factory of the Future' by Bosch Rexroth in Ulm.◦ Tools and Libraries: TensorFlow, Keras, NumPy, pandas, scikit-learn, Jupyter Notebook. -
Junior It Developer | Working Student In Data ScienceNetwork Circle Sep 2021 - May 2022Munich, Bavaria, Germany◦ Perform predictive analytics in order to recognize patterns and identify potential business partners◦ Perform Master Data Management to ensure data quality.◦ Develop python automation scripts at a young organization entering into the IT◦ As a prime IT development resource, I am responsible for pitching new development ideas and implement them to help the organization in its journey towards digital transformation. -
Application DeveloperAccenture Nov 2017 - Feb 2019Bengaluru Area, India◦ Trained in Java EE and its frameworks.◦ Handled Java-based change requests for a reputed European telecommunication client. ◦ Involved in code quality checks using sonarQube.◦ Performed deployment and integration on the Jenkins Automation Server.◦ Familiar working with Atlassian collaboration tools (Jira, Confluence, etc)◦ Worked on multiple Java frameworks (Spring, Hibernate, Swing, etc)
Frequently Asked Questions about Adarsh A.
What company does Adarsh A. work for?
Adarsh A. works for Vonovia
What is Adarsh A.'s role at the current company?
Adarsh A.'s current role is Data Scientist | Advanced Analytics and AI.
Who are Adarsh A.'s colleagues?
Adarsh A.'s colleagues are Torsten Akelbein, Christos Avgoustinos, Hashem Al-Dheleai, Julian Francis Rieck, Mario Sviercovich, Christoph Bockshecker, Liane Reichelt.
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