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Prof. Perugu Shyam

PhD ()

Assistant Professor Gr-I

Department of Biotechnology

Room No: 419 +91-870-246
shyamperugu@nitw.ac.in
9948561761 Edit Profile Bio Sketch

Research Areas

 Bioinformatics

 Cancer

 Computational Drug Design & Discovery

 Machine Learning & Artificial Intelligence

  • Courses Handled
  • Research IDs
  • Selected Publications
  • Project/Consultancy
  • Current PhD Students
  • Awards and Accolades
  • Additional Responsibilities
  • Biocomputing and Computational Biology Lab(BT16009)
  • Engineering Biology(IC309)
  • Summer Internship / EPICS(BT449)
  • Biocomputing(BT204)
  • Biology for Engineers(BT1161)
  • AI and Machine Learning(BT16026)
  • Bioinformatics(BT255)
  • Food Biotechnology(BT312)
  • Biocomputing and Computational Biology(BT5154)
  • Statistical Programming(BT5120)
  • Drug and Vaccine Informatics(BT5166)
  • Seminar - II(BT5198)
  • Nutrigenomics(BT5114)
  • Seminar - I(BT5148)
  • Pharmaceutical Biotechnology(BT5162)
  • ORC ID: 0000-0002-9331-2518
  • SCOPUS ID: 55316626100
  • Google Scholar ID: By65nXEAAAAJ


  • ResisenseNet hybrid neural network model for predicting drug sensitivity and repurposing in breast Cancer, By Karampuri Anush, Jakkula Bharath Kumar, Perugu Shyam. , Nature, Scientific Reports, vol.14, pp.23949, 2024
  • Exploratory drug discovery in breast cancer patients: A multimodal deep learning approach to identify novel drug candidates targeting RTK signaling, By Anush Karampuri, Sunitha Kundur, Shyam Perugu, Pergamon, Computers in Biology and Medicine, vol.174, pp.108433, 2024
  • Quantification of total phenols in Coleus forskohlii and inhibition of aldose reductase by rosmarinic acid, By Sunitha Kundur, Perugu Shyam, Elsevier, Journal of Molecular Structure, vol.1312, pp., 2024
  • A breast cancer-specific combinational QSAR model development using machine learning and deep learning approaches., By Karampuri A, Perugu Shyam. , Frontiers, Frontiers Bioinformatics, vol.15;3:1328262, pp., 2024
  • Hybrid hydrodynamic cavitation (HC) technique for the treatment and disinfection of lake water, By Yogesh Patil, Shirish H. Sonawane, Perugu Shyam, Xun Sun, Sivakumar Manickam , Elsevier, Ultrasonics Sonochemistry, vol.97, pp.12, 2023
  • Comparative Performance of Fenton and Cavitation Assisted Fenton Techniques for Effective Treatment of Greywater. , By Yogesh Patil; Lakshmi Priya B. S; Perugu Shyam, Shirish H Sonawane. , Elsevier, Journal of Environmental Chemical Engineering,, vol. 11, pp., 2023
  • Design and synthesis of chiral 2H-chromene-N-imidazolo-amino acid conjugates as aldose reductase inhibitors, By Gudipudi Gopinath , Venu Sankeshi , Shaym Perugu , Malini D Alaparthi , Srinivas Bandaru , Vijay K Pasala , Prasad Rao Chittineni , G L David Krupadanam , Someswar R Sagurthi , Elsevier, European Journal of Medicinal Chemistry, vol.124, pp.750, 2016
  • An aromatic plant bioactive compound corymbosin from Vitex negundo–mediated synthesis of zinc oxide nanoparticles, characterization, and their bioactivity against selected cancer cell lines and microbial pathogens. , By Momina Shanwaz Mohammad, Shyam Perugu. , Springer, Biomass Conversion and Biorefinery, , vol., pp., 2023
  •  Synthesis of Silver Nanoparticles from Vitex negundo Plant by Green Method and their Bactericidal Effects. , By Momina M.S.; Shyam Perugu., Nanobioletters, Letters in Applied NanoBioscience,, vol.12,59., pp., 2023
  • Bioactivity studies and Insilico studies of the isolated compound from ancient plant Vitex negundo against breast cancer., By Momina Shanwaz Mohammad, Perugu Shyam , Elsevier,  Journal of Molecular Structure , vol., pp., 2023

Use of Fungi as a Construction Component for Prefabrication and Surface Treatment in the Built Environment.

  • Role Co-Principal Investigator
  • Type Research
  • Sponsor Ministry of Education
  • Duration 24 Months
  • Project Cost (INR) 4385725.00
  • Status Ongoing

Anti –HIV potential of novel compounds as HIV-1 reverse transcriptase inhibitors: a computational approach

  • Role Co-Principal Investigator
  • Type Research
  • Sponsor ICMR
  • Duration 12 Months
  • Project Cost (INR) 2600000
  • Status Completed

Demonstration of Technology for treatment of rain harvested water lakes in Warangal Telangana State.

  • Role Co-Principal Investigator
  • Type Research
  • Sponsor Department of Science and Technology
  • Duration 24 Months
  • Project Cost (INR) 5241997.00
  • Status Completed

Hunt for Panacea Pan-CoV antiviral for the Coronaviruses of the past, present and future.

  • Role Co-Principal Investigator
  • Type Research
  • Sponsor DBT
  • Duration 24 Months
  • Project Cost (INR) 9000000
  • Status Completed

Isolation of biologically active compounds from the leaves of Vitex negundo and evaluation of its anti-microbial and anti-cancer activities

  • Role Principal Investigator
  • Type Research
  • Sponsor National Institute of Technology, Warangal, Research Seed Gra
  • Duration 24 Months
  • Project Cost (INR) 500000
  • Status Completed


Jakkula Bharath Kumar

  • Area of Research: Bioinformatics, Drug Design, Cancer.

Sushma Ratnala

  • Area of Research: Cancer, Artificial Intelligence and Machine Learning
  • Associate Fellow
  • Best Academician
  • Post Doctoral fellowship
  • UGC-BSR Meritorious fellowship.
  • Program Officer, NSS (Continuing from August, 2024)
  • Facculty Coordinator - IV Year (Continuing from July, 2024)
  • Member, Physical Verification of Assets (September, 2023 - October, 2023)
  • Faculty Coordinator-II Year (July, 2023 - May, 2023)
  • Faculty Coordinator-III Year (July, 2023 - July, 2024)
  • Warden-International Hall of Residence (June, 2023 - June, 2024)
  • Faculty In-Charge,Centre for Educational Technology(CET) (April, 2023 - April, 2025)
  • Warden, Ramappa(1K) Hostel (January, 2023 - June, 2023)
  • Faculty Advisor- Nature Club (August, 2021 - August, 2023)
  • Faculty Advisor- Technical Association Biotechnology(TAB) (August, 2021 - August, 2023)
  • Faculty Incharge - Swatchatha Action Plan (Greenery) (April, 2021 - April, 2023)
  • Member - Institute Library Advisory Committee (July, 2018 - July, 2024)