Akash Ghosh
Indian Institute of Technology Gandhinagar, Kalinga Institute of Industrial Technology, Bidhannagar College, Pannalal Institution, Astergo Technology
0009-0007-8767-708X
About
With a strong foundation in Mathematics and Computer Science, I am passionate about leveraging artificial intelligence to solve complex, interdisciplinary challenges. My academic and professional journey has been a blend of theoretical exploration and practical application, spanning areas like healthcare AI, cognitive neuroscience, and robotics. My research includes:
1. Developing AI-driven solutions for healthcare applications, improving diagnosis, patient care, and predictive analytics.
2. Exploring cutting-edge techniques in cognitive neuroscience, including brain disease modeling and neuromodulatory studies.
3. Advancing Human-Centered Robotics, focusing on intelligent systems that seamlessly integrate with human needs.
I recently joined the Human-Centered Robotics (HCR) Lab at IIT Gandhinagar. The lab’s mission to develop intelligent systems attuned to human needs resonates with my desire to innovate at the intersection of machine learning, neuroscience, and robotics. I’m excited to collaborate with brilliant minds and contribute to groundbreaking research in adaptive systems and AI for societal good.
Pioneered Bangla Handwritten Digit Recognition with a deep CNN achieving high accuracy, aiding digital transformation efforts in India. Worked on 3D object detection for autonomous vehicles, integrating advanced graph neural networks for enhanced accuracy.Designed scalable NLP models at Astergo, achieving significant improvements in multilingual sentiment analysis and time-series forecasting. My ultimate goal is to bridge the gap between AI and real-world applications, driving innovations that improve quality of life and expand the possibilities of machine intelligence.
Employment
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Indian Institute of Technology Gandhinagar Research Scientist2024 - Present
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Kalinga Institute of Industrial Technology Junior Research Scientist2024 - 2024
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Astergo Technology Machine Learning Engineer Intern2023 - 2023
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Suraksha Diagnostics Pvt. Ltd. Floor Manager2020 - 2021
Education
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Bidhannagar College Bachelor of Science2017 - 2020
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Pannalal Institution Higher Secondary2015 - 2017
Projects & Funding
Projects & funding information is unavailable.
Publications (11)
- Green computing for improving the sustainability of data centers: Optimized VM allocation with decentralized peer-to-peer nodes Save
- Smart Healthcare System in Server-Less Environment: Concepts, Architecture, Challenges, Future Directions Save
- A Deep Convolutional Neural Network Approach to Recognize Bangla Handwritten Digits Save
- Navigating GPT-4 and BERT: A Dual Perspective on Financial and Political Sentiment Analysis Save
- Energy-Saving VM in SDN-Driven Cloud Data Center with the Operational Vacation Policy Save
- Dynamic Edge Weights and Density Clustering: Advancing Single-Stage 3D Object Detection with Graph Neural Networks in Point Clouds Save
- Towards Sustainable Smart Cities: A Green AI and Blockchain Integration for Enhanced Security and Efficiency in 6G-enabled IoT Applications Save
- Leveraging CPU Utilization Metrics and Zero Trust Architecture for APT Detection Save
- Integrating Multimodal Sensing and Hybrid Deep Learning for Enhanced Human Activity Recognition Save
- Enhancing Traffic Engineering Policy in SDN Addressing TCAM limitations using Bloom Filters Save