- Project Aim: Develop a mechanism for accurate indoor localization and heading estimation.- Work Done: - Created a mobile app using Flutter for data collection; built a database with walking data. - Applied filtering techniques (LKF, EKF, UKF) and combined them with neural networks (LSTMs, RNNs, GRUs) for signal denoising and processing. - Used sensor fusion techniques and advanced RNN models to improve step counting and estimate step distance.

- Project Aim: Integrate BLE mesh technology on embedded boards.- Work Done: - Developed expertise in BLE devices, mesh protocols, and proxy nodes; implemented UART logging and integrated Si7021 sensors on Silicon Labs boards. - Coordinated data logging for over ten devices; established friendship between Friend Nodes and LPNs; measured LPN energy consumption. - Documented improvements with secure code uploads and version control via Git.

- Project Aim: Forecast optimal required sleep using wearable smartwatch data.- Work Done: - Researched factors affecting sleep cycles, sleep debts, sleep scores, and sleep efficiency; created a month-long dataset from scratch with smartwatch data from various individuals. - Applied data augmentation and oversampling techniques such as DoppleGANger, TS-GAN, and SMOTE; used Singular Spectrum Analysis (SSA) to extract relevant information from the data. - Developed four… Show more - Project Aim: Forecast optimal required sleep using wearable smartwatch data.- Work Done: - Researched factors affecting sleep cycles, sleep debts, sleep scores, and sleep efficiency; created a month-long dataset from scratch with smartwatch data from various individuals. - Applied data augmentation and oversampling techniques such as DoppleGANger, TS-GAN, and SMOTE; used Singular Spectrum Analysis (SSA) to extract relevant information from the data. - Developed four advanced hybrid time-series models, including the "Series-Parallel LSTM-ARIMA and SVM-MLP Hybrid" (SPLASH) Architecture, to accurately predict individual sleep duration requirements. Show less

- Technical Program Committee Member at IEEE WCNC 2024.- Contributed to Track 4: Emerging Technology, Network Architectures, and Applications.- Reviewed cutting-edge advancements in wireless communications.- Ensured top-tier research and development for the conference.

- Project Aim: Leverage chiplet technology for improved performance, safety, and connectivity in Jaguar Land Rover automobiles.- Work Done: - Conducted a comprehensive investigation of chiplet-based micro-architecture for ADAS and infotainment systems. - Collaborated on the development of intricate interconnect protocols, such as UCIe, with a focus on cyber-security aspects. - Developed a novel methodology for near 3D chiplet packaging using glass interposers and Through… Show more - Project Aim: Leverage chiplet technology for improved performance, safety, and connectivity in Jaguar Land Rover automobiles.- Work Done: - Conducted a comprehensive investigation of chiplet-based micro-architecture for ADAS and infotainment systems. - Collaborated on the development of intricate interconnect protocols, such as UCIe, with a focus on cyber-security aspects. - Developed a novel methodology for near 3D chiplet packaging using glass interposers and Through Glass Vias (TGVs), proposing four distinct methods for thermal dissipation. Show less

Met various personalities at the maiden TEDx at IIT Jodhpur and helped to curate their talks along with the curation team.Currently, looking into talented and extraordinary individuals who would be willing to share their insights to the public at TEDxIITJodhpur'24