Education

• Bachelor’s degree from Department of Computer Science and Engineering, College of Engineering Perumon, [Cochin University of Science and Technology (CUSAT)] (https://cusat.ac.in/), 2011
• Master’s degree from School of Computer and Information Sciences, Unversity of Hyderabad, 2016
• Doctorate degree from Department of Computer Science and Engineering, Indian Institute of Technology Madras, 2024 (expected)

Work experience

• [Jan 2019 - July 2024] Half-Time Teaching Assistant @Indian Institute of Technology Madras
  • Alongside doctoral research, assisted professors at IIT Madras in offering various Graduate and Undergraduate level courses.
  • Click to see the full list of courses assisted!

     Speech Technology (CS6300) [Jan 2021, Jan 2023] 
     Pattern Recogntion and Machine Learning (CS5691) [Jan 2022, July 2023] 
     Advanced Programming Lab(CS6150) [July 2021, July 2022] 
     Programing and Data Structres (CS2700) [July 2020] 
     Programing and Data Structres Lab (CS2710) [July 2020]  Discrete Mathematics (CS1200) [Jan 2020] 
     Artificial Intelligence (CS6380) [Jul 2019] 
     Introduction to Programming (CS1100) [Jan 2019] </pre></details>
    
    

• [May 2016 - Dec 2018] Assistant Professor @VFSTR University
  • University Teaching: Data Structures, Computer Graphics, and Discrete Mathematics.

Skills

• Programming Languages: C, C++, Python
• Deep Learning Tools: PyTorch, TensorFlow
• Other Tools/Libraries: MATLAB, Git, Shell Script, Latex
• Biomedical Data (Imaging and Signals) processing, AI in Health Care
• Pattern Recognition and Machine Learning
• Cryptography, Cryptanalysis

Publications

Seizure Detection Using Time Delay Neural Networks and LSTMs

A. Thyagachandran, M. Kumar, M. Sur, R. Aghoram and H. Murthy, "Seizure Detection Using Time Delay Neural Networks and LSTMs," 2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), Philadelphia, PA, USA, 2020, pp. 1-5, doi: 10.1109/SPMB50085.2020.9353636.

EEG Responses for Dhrupad Stimulus: A Case Study

A. Thyagachandran, G. R, S. Jaiswal, R. Aravind and H. A. Murthy, "EEG Responses for Dhrupad Stimulus: A Case Study," 2024 International Conference on Signal Processing and Communications (SPCOM), Bangalore, India, 2024, pp. 1-5, doi: 10.1109/SPCOM60851.2024.10631650.

Dual Script E2E Framework for Multilingual and Code-Switching ASR

Kumar, M.G., Kuriakose, J., Thyagachandran, A., A, A.K., Seth, A., Prasad, L.V.S.V.D., Jaiswal, S., Prakash, A., Murthy, H.A. (2021) Dual Script E2E Framework for Multilingual and Code-Switching ASR. Proc. Interspeech 2021, 2441-2445, doi: 10.21437/Interspeech.2021-978

Ensemble Methods For Enhanced Covid-19 CT Scan Severity Analysis

A. Thyagachandran and H. A. Murthy, "Ensemble Methods For Enhanced Covid-19 CT Scan Severity Analysis," 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSPW59220.2023.10193538

Identification and Severity Assessment of COVID-19 Using Lung CT Scans

A. Thyagachandran, A. Balachandran and H. A. Murthy, "Identification and Severity Assessment of COVID-19 Using Lung CT Scans," in IEEE Access, vol. 11, pp. 124542-124555, 2023, doi: 10.1109/ACCESS.2023.3330238

Linear Prediction on Cent Scale for Fundamental~Frequency~(f0) Analysis

Gowriprasad R, Anand T, R Aravind, and Hema A Murthy 2024) Linear Prediction on Cent Scale for Fundamental~Frequency~(f0) Analysis Proc. JASA Express Letters 2024

Breast Cancer Segmentation using UNet and Global Convolutional Networks

A. Thyagachandran, A Ahmed, "Breast Cancer Segmentation using UNet and Global Convolutional Networks," 2024, International Conference on Pattern Recognition (ICPR) Kolkata, India, 2024.

Talks

Teaching

Teaching experience 1

Service and Achievements

• Served as reviewer for Biomedical signal processing and control journal.
• Achieved one-year Doctoral Fellow scholarship grant from IITM Pravartak Technologies Foundation.
• Organised An Introduction to Neuroscience and EEG Processing (EEG Workshop), Jan 08-10, 2024, IIT Madras, India.
• Organised Introduction to Computational Musicology, a Carnatic Music perspective (CompMusic workshop), Dec 12-16,2022, IIT Madras, India.
• STAR TA award for outstanding contribution as a Teaching assistant.
• Participated in the South Zone (India) inter-university badminton championship 2014-2016.
• Participated in the south zone (Kerala) badminton championship in 2003-2007.
• Served as sports secretary in undergraduate college.