Akash K Venugopalan

Akash K Venugopalan

Research Engineer
India
Malayalam, Tamil, Arabic, English, Hindi

About Me

I am an accomplished AI/Data Science Research Engineer at Toshiba’s R&D division in India, holding a Master of Technology (M.Tech) in Artificial Intelligence and a Bachelor of Technology (B.Tech) in Electrical and Electr…

Experience

Research Engineer

Toshiba Software (India) Pvt. Ltd.
Jul 2022 - Present · 4 years

Job responsibilities include as following:

• Implementing cutting-edge techniques and tools in machine learning, deep learning, and artificial intelligence to enhance data analysis efficiency.
• I conduct large-scale experimentation to uncover hidden relationships between variables in time-series datasets and create advanced machine learning algorithms, such as regression, simulation, scenario analysis, modelling, clustering, decision trees, and neural networks.
• Additionally, I prepare and extract data using programming languages, implement new statistical and mathematical methodologies to address specific industrial problems and visualize data effectively for quick decision-making.
• Furthermore, I strive to generate innovative ideas, promote publications and patents, and contribute to the field.

Research Engineer

Toshiba Software India Pvt. Ltd., Bangalore, India
Jul 2022 - Present · 4 years

Spearheading innovative solutions within Toshiba’s R&D Team, leveraging AI/ML models to solve intricate industrial challenges
Worked on a Computer Vision project focused on advancing industrial objectives by designing and implementing Siamese models
These models gave better accurately classifying various anomalies captured by industrial cameras
Developed several innovative statistical and AI/ML models (such as CNN, LSTM, GRU, Attention models) to detect anomalies in time series data

Research Intern

Toshiba Software India Pvt. Ltd., Bangalore, India
Sep 2021 - Jun 2022 · 9 months

Embarked on a transformative research internship, immersing in the realms of Machine Learning and Data Science in Toshiba’s R&D
Leveraged this opportunity to acquire comprehensive insights
Refining and expanding expertise within these fields

Skills

MATLAB Python Research and Development Rust TensorFlow C and C++ Programming (C/C++) Machine Learning Natural Language Processing OS Kernels Research Experience Robotics Artificial Intelligence (AI) Statistical Modelling Data Science Computer Vision NLP Data Analysis Data Visualization Time series analysis TensorFlow Keras Scikit-Learn OpenCV Matplotlib SciPy Spark Hadoop MATLAB Simulink LaTeX Microsoft Power BI Critical Thinking Leadership Deep Learning Reinforcement Learning Data Structures and Algorithms Quantum Computing Cloud Computing Big Data Analytics Knowledge Graph Research Methodology SIFT DBSCAN Hu's invariant moments Flask AWS CNN LSTM GRU Attention models RNN
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