Won an international award for the best research paper (oral presentation) for analyzing Brain Signals (EEG-based BCI) at the “7th International Conference on Smart Computing and Communications (ICSCC-2019)” at Curtin University, Malaysia. 

Selected as top 10 researchers (4th Position) in the “2nd National Biomedical Research Competition (NRBCom-2019)” Organized by the Society of Young Biomedical Scientists (SYBS) at the Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India. 

Secured 3rd position in the “Fetal Ultrasound Censor (FUC) Grand Challenge (GC)” Organized by WMLMIA-2018 at Indian Institute of Technology, Kharagpur, India. 

Selected top 10 finalists and presented a paper "Hilbert Transform and Second Order Difference Plot to Decode Motor Imagery Activities" at the Virtual Brain Hackathon (2020) organized by IEEE Brain and g.Tec in Russia.

Qualified in “Graduate Aptitude Test in Engineering (GATE-2014) Examination” conducted by the Ministry of Human Resources and Development (MHRD), India. 

Three international (USA, Malaysia and Spain) travel grants sponsored by MHRD, India.

MHRD Ph.D. Fellowship (2015-2020)

CSIR Project Assistant-III Fellowship (2014-2015)

MHRD M.Tech Fellowship (2011-2013)

Invited as a speaker to present a research paper on "EMDNet: A New DL Framework to Classify Motor Imagery-Based Brain Activities in Both Healthy and Paraplegic Subjects" in 5th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI 2023) at Tenerife (Canary Islands), Spain on June 7-9 June 2023. 

Invited as a guest speaker to deliver a lecture on “Neuroscience and Brain-computer Interface (BCI)” at the Indian Institute of Information Technology (IIIT), Kancheepuram, India on December 22, 2022.

Invited as a guest speaker to deliver a lecture on “Brain-computer Interface (BCI) and its applications in Indian defense systems” at the Defense Research and Development Organization (DRDO), Hyderabad, India on July 13, 2022.

Invited as a guest speaker to deliver a lecture on “Motor-Imagery-Based Brain-computer Interface (BCI)” at the Indian Space Research Organization (ISRO), Bangalore, India on June 20, 2023.

Invited as a guest speaker to deliver a lecture on “Brain-computer Interface (BCI) and its applications in MetaVerse” in the faculty development program conducted in the computer science department at SRM University, Chennai, India on September 4, 2021.

Invited as a speaker to present a research paper on “Detection of motor imagery movements based on the features of phase space reconstruction” in 9th International IEEE/EMBS Conference on Neural Engineering (NER-2019) at San Francisco, CA, USA on March 20-23, 2019. 

Invited as a speaker to present a research paper on “Second order difference plot to decode multi-class motor imagery activities” in 7th IEEE International Conference on Smart Computing and Communications (ICSCC-2019) at  Curtin University, Sarawak, Malaysia on June 28-30, 2019. 

Invited as a speaker to present a research paper on “Detection of event-related patterns using Hilbert transform in brain computer interface” in 32nd IEEE Canadian Conference of Electrical and Computer Engineering (CCECE-2019) at Edmonton, Canada on May 5-8, 2019.  

Invited as a speaker to present a research paper on “Improving the performance of motor imagery-based brain computer interface using phase space reconstruction” in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC-2019) at Berlin, Germany on July 23-27, 2019.

Invited as a speaker to present a research paper on “Classification of motor imagery tasks using inter trial variance in brain computer interface” in 13thAnnual IEEE International Symposium on Medical Measurements & Applications (MeMeA-2018) at Rome, Italy on June 11-13, 2018.

Invited as a speaker to present a research paper on “Classification of motor imagery activities using band power and second order difference plot” in IEEE Bombay Section Signature Conference (IBSSC-2019) at IIT Bombay, India on July 26-28, 2019.