| S.NO | Project Title | PI / Co-PI | Objective | Methodology | Progress |
|---|---|---|---|---|---|
1 |
Autonomous Drone Navigation via Deep Reinforcement Learning |
PIProf. Elena Rostova
Co‑PIDr. Marcus Vance
|
Train collision avoidance models in high-density simulated urban environments. | Deployed Proximal Policy Optimization (PPO) agents within a simulated Unity environment using synthetic LiDAR inputs. | Agents have achieved a 94% success rate in avoiding dynamic obstacles. Currently working on physical deployment validation protocols. |
2 |
Biocompatible Hydrogels for Targeted Drug Delivery |
PIDr. Aris Thorne
|
Synthesize and characterize pH-responsive hydrogel matrices for tumor-targeted drug release. | Utilized cross-linking polymerization methods and characterized swelling ratios using thermal gravimetric analysis. | Synthesis phase complete. Initial degradation trials indicate steady release kinetics under acidic conditions matching targeted tumor microenvironments. |
3 |
Regional Language Sentiment Analysis Using Transformer Models |
PIDr. Meena Iyer
Co‑PIIshaan Gupta
|
Build and evaluate a fine-tuned multilingual transformer model for code-mixed sentiment classification. | Collected and annotated 50,000 social media posts across three regional languages and fine-tuned a mBERT-based classifier. | Achieved 89% F1-score on the held-out validation set. Preparing manuscript for submission to a peer-reviewed NLP venue. |
| # | Task | Publication Title | Author | Journal / Venue | Date | Impact Factor | DOI |
|---|---|---|---|---|---|---|---|
1 |
Task No 1 | Deep Learning Approaches for Medical Image Segmentation |
Dr. Anita Sharma | Medical Image Analysis | 15 Mar 2024 | 8.880 | View ↗ |
2 |
Task 4.2 | Blockchain-Based Secure Data Sharing in IoT Networks |
Prof. Suresh Kumar | IEEE Transactions on Network and Service Management | 01 Jun 2024 | 5.340 | View ↗ |
3 |
Task 4.3 | Natural Language Processing for Regional Language Sentiment Analysis |
Dr. Meena Iyer | International Conference on Computational Linguistics (COLING) | 20 Sep 2024 | N/A | — |
4 |
Task 4.4 | Biocompatible Hydrogels for Controlled Drug Release: A Review |
Dr. Aris Thorne | Biomacromolecules | 10 Nov 2024 | 6.100 | View ↗ |
| # | Patent | Inventor(s) | Identifiers | Country | Filed | Status |
|---|---|---|---|---|---|---|
1 |
PAT-00001
A Method and System for Real-Time Anomaly Detection in IoT Networks
Internet of Things
|
Dr. Anita Sharma
with Rohan Mehta
|
App
IN202541012345
Patent
—
|
India | 10 Feb 2025 | Published |
2 |
PAT-00002
Biocompatible Hydrogel Composition for Targeted Drug Release
Biomedical Engineering
|
Dr. Aris Thorne
|
App
IN202541023456
Patent
—
|
India | 05 Apr 2025 | Filed |
3 |
PAT-00003
Autonomous Drone Navigation System Using Reinforcement Learning
Robotics & AI
|
Prof. Elena Rostova
with Dr. Marcus Vance
|
App
IN202441034567
Patent
IN398765
|
India | 20 Nov 2024 | Granted |
| # | Task | Programme Title | Project Investigator | Students Trained | Duration (Days) | Student Names |
|---|---|---|---|---|---|---|
1 |
Task 1.1 | Summer Internship in Machine Learning for Healthcare |
Dr. Anita Sharma | 4 | 45 | Rohan Mehta, Priya Nair, Kunal Desai, Sneha Reddy |
2 |
Task 1.2 | Winter Training Program on IoT and Embedded Systems |
Prof. Suresh Kumar | 3 | 30 | Arjun Verma, Divya Pillai, Karthik Rao |
3 |
Task 1.3 | Research Internship in Natural Language Processing |
Dr. Meena Iyer | 2 | 60 | Ishaan Gupta, Tanya Joseph |
| # | Task | Webinar Title | Speaker & Affiliation | Date & Time | Link / Description |
|---|---|---|---|---|---|
1 |
Task 5.3 |
Translational Research in Biomedical Engineering
|
05 Aug 2026, 04:30 PM | — | |
2 |
Task 5.2 |
IoT Security: Challenges and Emerging Solutions
|
22 Jul 2026, 11:00 AM | — | |
3 |
Task 5.1 |
Recent Advances in Generative AI for Scientific Research
|
10 Jul 2026, 03:00 PM | — |
No conferences found.