Ml Research Fellow
CurrentCurrently researching applications of deep reinforcement learning in cybersecurity of cyberphysical systems.
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Ashutosh Panda is listed as AI/ML Research Fellow @ IIT Delhi at Indian Institute of Technology, Delhi, based in New Delhi, Delhi, India. AeroLeads shows a matched LinkedIn profile for Ashutosh Panda.
Ashutosh Panda previously worked as ML Research Fellow at Indian Institute Of Technology, Delhi and ML Engineer at Indian Institute Of Technology, Delhi. Ashutosh Panda holds Bachelor Of Technology - Btech, Mechanical Engineering from Odisha University Of Technology And Research.
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Mechanical Engineering Undergrad by day, Machine Learning geek by night. Ambitious and creative professional with a knack for intuitively grasping the intricacies of challenging problems and coming up with unique solutions. Efficient team player with skills and experience to lead teams and bring about desirable results.I work in the fields of Machine Learning, Deep Learning, Neural Networks, Computer Vision, and Robotics - talk about a mouthful! Though, I am quite fascinated by all things tech, and, it's power to bring about social good for communities.
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Delhi, India
Currently researching applications of deep reinforcement learning in cybersecurity of cyberphysical systems.
Delhi, India
Developed Smart Warehouse Surveillance Suite for the UN World Food Programme, enhancing real-time surveillance across 10 warehouses in India.1) Established a hardware agnostic docker-based video analytics pipeline for scalable, multi-class AI inference, processing multiple CCTV feeds with robust stream multiplexing and batching.2) Trained and Optimized models for Jetson and discrete GPUs, balancing efficiency and latency, while analyzing trade-offs between central and edge processing paradigms.3) Integrated media servers and bash scripts to streamline data collection, cleaning, augmentation and remote collaboration for efficient annotation and processing of camera feeds.
Raurkela, Odisha, India
Machine Intelligence & Bio-Motion (MIBM) Research Group. Host - Prof. Anup Nandy1) Developed an EEG data processing pipeline, including filtering, epoch extraction, event labeling, and spectrogram visualization using STFT.2) Conducted literature review and analyzed correlations between EEG frequency bands and memory processes such as working and episodic memory.3) Performed data transformations, applied models (CNN, LSTM, Liquid Neural Nets), and evaluated results to investigate cognitive processes during memory encoding and decoding.
Kolkata, West Bengal, India
Lead a small team and worked on a research project proposing a novel approach to map mineral deposits, leveraging the Geological Survey of India’s geological, geophysical, and geochemical data repositories along with the innovative use of convolutional and generative neural networks.
New Delhi, Delhi, India
1. Developed and tested various ML models to predict equipment failures, optimizing reliability, reducing downtime, and enhancing maintenance strategies for critical machinery.2. Created a novel hybrid CNN-LSTM architecture with an exceptional MSE of about 15 for RUL prediction of engines.3. Implemented a system that utilizes GANs for data augmentation, enabling quick modelling and deployment even when faced with limited data resources.
Bengaluru, Karnataka, India
1. Worked with teams on Computer Vision systems and Deep Learning architectures to extract information from CCTV feeds for improved safety and productivity at client refineries.2. Worked with CI/CD tools like Docker and Jenkins to streamline the application development workflow.
Grade: 7.89/10 Activities and societies: Amuza (Drama Club) | Zairza (Robotics - Software - Design Club) | Aerospace Club
Was elected to leadership positions in the Student Council. - Vice-Captain of the Student Council. - Green House Captain.
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Ashutosh Panda works for Indian Institute of Technology, Delhi.
Ashutosh Panda is listed as AI/ML Research Fellow @ IIT Delhi at Indian Institute of Technology, Delhi.
Ashutosh Panda is based in New Delhi, Delhi, India while working with Indian Institute of Technology, Delhi.
Ashutosh Panda has worked for Indian Institute Of Technology, Delhi, Zairza, National Institute Of Technology Rourkela, Geological Survey Of India, and Iitd-Aia Foundation For Smart Manufacturing.
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Ashutosh Panda holds Bachelor Of Technology - Btech, Mechanical Engineering from Odisha University Of Technology And Research.
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