Friday #24
Friday, October 16, 2026
Academic Session
Part of the cohort: Session 2025-26
Iteration Stats
Evaluated Projects
Horizon Pulse
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Horizon Pulse checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Priya Saxena (Research Advisor)
The Builders
Project Guides
Astra Guard
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Astra Guard checkpoint 3: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sunita Nair (Associate Professor)
The Builders
Project Guides
Cloud Guard
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Cloud Guard checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Amit Shah (Industry Mentor)
The Builders
Project Guides
Delta Guard
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Delta Guard checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Sunita Nair (Associate Professor)
The Builders
Project Guides
Guardian Guard
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Guardian Guard checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Seema Nair (Assistant Professor)
The Builders
Project Guides
Vector Guard
Problem Statement
Students are building a platform for supply chain visibility.
Weekly Feedback & Review
"Vector Guard checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Priya Kumar (Professor)
The Builders
Project Guides
Nova Point
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Nova Point checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Anjali Iyer (Research Advisor)
The Builders
Project Guides
Matrix Point
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Matrix Point checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Anjali Reddy (Professor)
The Builders
Project Guides
Quantum Loop
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Quantum Loop 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
Fusion Loop
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Fusion Loop checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Amit Shah (Industry Mentor)
The Builders
Project Guides
Vertex Wave
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Vertex Wave checkpoint 3: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Kavita Iyer (Professor)
The Builders
Project Guides
Orion Core
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Orion Core checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sunita Shah (Industry Mentor)
The Builders
Project Guides
Quantum Core
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Quantum Core checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Ramesh Reddy (Research Advisor)
The Builders
Project Guides
Matrix Core
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Matrix Core checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Anjali Patil (Professor)
The Builders
Project Guides
Trail Core
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Trail Core checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Rahul Reddy (Associate Professor)
The Builders
Project Guides
Bridge Core
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Bridge Core checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Priya Mehta (Assistant Professor)
The Builders
Project Guides
Quantum Path
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Quantum Path checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sameer Mehta (Associate Professor)
The Builders
Project Guides
Cipher Path
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Cipher Path checkpoint 1: 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
Trail Link
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Trail Link checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Seema Iyer (Research Advisor)
The Builders
Project Guides
Pulse Vault
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Pulse Vault checkpoint 2: 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
Cipher Vault
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Cipher Vault checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Amit Patil (Department Coordinator)
The Builders
Project Guides
Vertex Flow
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Vertex Flow checkpoint 3: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Rahul Nair (Industry Mentor)
The Builders
Project Guides
Fusion Flow
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Fusion Flow checkpoint 2: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Amit Shah (Industry Mentor)
The Builders
Project Guides
Lumen Flow
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Lumen Flow checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Anjali Mehta (Research Advisor)
The Builders
Project Guides
Motion Flow
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Motion Flow checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Neeraj Saxena (Associate Professor)
The Builders
Project Guides
Compass Flow
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Compass Flow checkpoint 3: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Kavita Saxena (Assistant Professor)
The Builders
Project Guides
Summit Lens
Problem Statement
Students are building a platform for supply chain visibility.
Weekly Feedback & Review
"Summit Lens checkpoint 1: 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
Compass Lens
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Compass Lens checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Anjali Patil (Professor)
The Builders
Project Guides
Orbit Track
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Orbit Track checkpoint 3: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Amit Joshi (Associate Professor)
The Builders
Project Guides
Motion Track
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Motion Track checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Amit Nair (Associate Professor)
The Builders
Project Guides
Nimbus Hub
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Nimbus Hub checkpoint 2: 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
Vector Hub
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Vector Hub checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Amit Reddy (Department Coordinator)
The Builders
Project Guides
Astra Pilot
Problem Statement
Students are building a platform for supply chain visibility.
Weekly Feedback & Review
"Astra Pilot checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Sunita Saxena (Department Coordinator)
The Builders
Project Guides
Eco Pilot
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Eco Pilot checkpoint 3: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Seema Reddy (Professor)
The Builders
Project Guides
Lumen Pilot
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Lumen Pilot checkpoint 2: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Seema Deshmukh (Assistant Professor)
The Builders
Project Guides
Fusion Sphere
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Fusion Sphere checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Sunita Patil (Assistant Professor)
The Builders
Project Guides
Harbor Care
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Harbor Care checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Neeraj Saxena (Associate Professor)
The Builders
Project Guides
Harbor Nest
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Harbor Nest checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Priya Reddy (Research Advisor)
The Builders
Project Guides
Beacon Map
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Beacon Map 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
Orbit Map
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Orbit Map checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Priya Saxena (Research Advisor)
The Builders
Project Guides
Delta Map
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Delta Map 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
Vector Map
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Vector Map checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Seema Reddy (Professor)
The Builders
Project Guides
Quantum Watch
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Quantum Watch checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Kavita Nair (Research Advisor)
The Builders
Project Guides
Horizon Watch
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Horizon Watch checkpoint 2: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Ramesh Kumar (Professor)
The Builders
Project Guides
Vector Watch
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Vector Watch checkpoint 2: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Neeraj Mehta (Department Coordinator)
The Builders
Project Guides
Motion Forge
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Motion Forge checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Neeraj Reddy (Associate Professor)
The Builders
Project Guides
Orion Chain
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Orion Chain checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sameer Mehta (Associate Professor)
The Builders
Project Guides
Compass Chain
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Compass Chain checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Priya Iyer (Assistant Professor)
The Builders
Project Guides
Cipher Shift
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Cipher Shift checkpoint 3: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Sunita Iyer (Industry Mentor)
The Builders
Project Guides
Vector Works
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Vector Works checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Ramesh Deshmukh (Professor)

