Friday #33
Friday, December 18, 2026
Academic Session
Part of the cohort: Session 2025-26
Iteration Stats
Evaluated Projects
Orion Guard
Problem Statement
Students are building a platform for supply chain visibility.
Weekly Feedback & Review
"Orion Guard checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Kavita Nair (Research Advisor)
The Builders
Project Guides
Medi Guard
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Medi Guard checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sameer Deshmukh (Department Coordinator)
The Builders
Project Guides
Matrix Guard
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Matrix Guard checkpoint 3: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Seema Shah (Research Advisor)
The Builders
Project Guides
Bridge Guard
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Bridge Guard checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Anjali Deshmukh (Assistant Professor)
The Builders
Project Guides
Pulse Scale
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Pulse Scale checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Priya Iyer (Assistant Professor)
The Builders
Project Guides
Eco Point
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Eco Point checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Seema Nair (Assistant Professor)
The Builders
Project Guides
Origin Point
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Origin Point checkpoint 3: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Seema Nair (Assistant Professor)
The Builders
Project Guides
Insight Point
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Insight Point checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Neeraj Kumar (Industry Mentor)
The Builders
Project Guides
Orion Loop
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Orion Loop checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Kavita Mehta (Professor)
The Builders
Project Guides
Compass Loop
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Compass Loop checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Rahul Shah (Department Coordinator)
The Builders
Project Guides
Orion Wave
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Orion Wave checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Sunita Patil (Department Coordinator)
The Builders
Project Guides
Vertex Wave
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Vertex Wave checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Seema Iyer (Research Advisor)
The Builders
Project Guides
Sage Wave
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Sage Wave checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Sunita Mehta (Industry Mentor)
The Builders
Project Guides
Compass Core
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Compass Core checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Ramesh Mehta (Assistant Professor)
The Builders
Project Guides
Zenith Path
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Zenith Path checkpoint 2: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Sameer Iyer (Associate Professor)
The Builders
Project Guides
Motion Path
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Motion Path checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Seema Joshi (Assistant Professor)
The Builders
Project Guides
Sage Path
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Sage Path checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Anjali Patil (Professor)
The Builders
Project Guides
Prism Path
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Prism Path checkpoint 2: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Rahul Mehta (Department Coordinator)
The Builders
Project Guides
Summit Path
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Summit Path checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Ramesh Saxena (Research Advisor)
The Builders
Project Guides
Delta Path
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Delta Path checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Anjali Nair (Assistant Professor)
The Builders
Project Guides
Insight Path
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Insight Path checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Priya Deshmukh (Professor)
The Builders
Project Guides
Pulse Desk
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Pulse Desk checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Rahul Mehta (Department Coordinator)
The Builders
Project Guides
Eco Link
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Eco Link checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Kavita Kumar (Research Advisor)
The Builders
Project Guides
Nexus Link
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Nexus Link checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Anjali Deshmukh (Assistant Professor)
The Builders
Project Guides
Summit Link
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Summit Link checkpoint 3: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Ramesh Saxena (Research Advisor)
The Builders
Project Guides
Cipher Vault
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Cipher Vault checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Priya Shah (Assistant Professor)
The Builders
Project Guides
Summit Flow
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Summit Flow checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Kavita Kumar (Research Advisor)
The Builders
Project Guides
Cloud Grid
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Cloud Grid checkpoint 3: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Anjali Mehta (Research Advisor)
The Builders
Project Guides
Bridge Grid
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Bridge Grid checkpoint 3: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Amit Saxena (Department Coordinator)
The Builders
Project Guides
Flux Grid
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Flux Grid checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Ramesh Joshi (Professor)
The Builders
Project Guides
Pulse Lens
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Pulse Lens checkpoint 2: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Seema Deshmukh (Assistant Professor)
The Builders
Project Guides
Orbit Lens
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Orbit Lens checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Anjali Patil (Professor)
The Builders
Project Guides
Zenith Hub
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Zenith Hub checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Rahul Patil (Associate Professor)
The Builders
Project Guides
Nova Pilot
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Nova Pilot checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Ramesh Deshmukh (Professor)
The Builders
Project Guides
Trail Pilot
Problem Statement
Students are building a platform for supply chain visibility.
Weekly Feedback & Review
"Trail Pilot checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Sunita Shah (Industry Mentor)
The Builders
Project Guides
Guardian Pilot
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Guardian Pilot checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Ramesh Mehta (Assistant Professor)
The Builders
Project Guides
Fusion Sphere
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Fusion Sphere checkpoint 3: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Kavita Joshi (Research Advisor)
The Builders
Project Guides
Summit Care
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Summit Care checkpoint 3: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Neeraj Deshmukh (Industry Mentor)
The Builders
Project Guides
Quantum Map
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Quantum Map checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Seema Shah (Research Advisor)
The Builders
Project Guides
Nimbus Forge
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Nimbus Forge checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Kavita Saxena (Assistant Professor)
The Builders
Project Guides
Motion Forge
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Motion Forge checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Neeraj Joshi (Industry Mentor)
The Builders
Project Guides
Horizon Forge
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Horizon Forge checkpoint 2: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Sameer Patil (Industry Mentor)
The Builders
Project Guides
Insight Forge
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Insight Forge checkpoint 3: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Seema Mehta (Research Advisor)
The Builders
Project Guides
Medi Sense
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Medi Sense checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Amit Reddy (Department Coordinator)
The Builders
Project Guides
Motion Sense
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Motion Sense checkpoint 3: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sunita Patil (Department Coordinator)
The Builders
Project Guides
Orion Chain
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Orion Chain checkpoint 3: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Kavita Nair (Research Advisor)
The Builders
Project Guides
Nimbus Chain
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Nimbus Chain checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Kavita Deshmukh (Research Advisor)
The Builders
Project Guides
Sage Chain
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Sage Chain checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Seema Saxena (Professor)
The Builders
Project Guides
Crest Shift
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Crest Shift checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Neeraj Shah (Department Coordinator)
The Builders
Project Guides
Vertex Works
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Vertex Works checkpoint 2: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Anjali Reddy (Professor)

