Balaji Venkateswar

Balaji Venkateswar

Machine learning engineer
Germany
German, English

نبذة عني

Highly motivated Machine learning engineer skilled in Python, offering innovative ML solutions with a structured approach to work and effectively communicating my findings to ensure seamless collaboration within the team…

الخبرة

Master Thesis (Research)

Fachhochschule Südwestfalen
Jul 2023 - Jan 2024 · 6 أشهر

Developed a multimodal data fusion architecture using autoencoders and residual networks to generate joint representations fusing multiple sensor data.
Designed realistic data augmentations to simulate sensor faults.
Implemented a self-supervised representation learning (SSL) framework with the multimodal network for adapting representations of faulty data to the original data.
Conducted ablation studies.
Validated the effectiveness of using the SSL framework in enhancing data reconstruction and predictive task performance.

Engineer

UCAL Fuel Systems Limited
Nov 2017 - Feb 2020 · 2 سنوات 3 أشهر

Collaborated with the R&D team to collect and analyze vehicle testing data in MS Excel.
Employed statistical methods, data formatting, and created plots to visualize trends.
Performed regression analysis to correlate the production process with the testing phase.
Eliminated testing for products exhibiting a strong correlation.
Delivered effective solutions with strong communication skills to address customer concerns.
Prepared Gantt charts, reports, and documentations for projects.

المهارات

اندماج بوستجريس كيو إل بايثون (لغة برمجة) جيت (GIT) خوارزميات تعلم الآلة باي تورش التعلم العميق باور بي آي SQL PyTorch NumPy Scikit-Learn pandas matplotlib Optuna Git Spyder Jupyter MATLAB Simulink Microsoft Office Data Science Machine learning Deep learning Computer vision Sensor data fusion
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