Friday #25
Friday, October 23, 2026
Academic Session
Part of the cohort: Session 2025-26
Iteration Stats
Evaluated Projects
Horizon Guard
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Horizon Guard checkpoint 3: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Anjali Deshmukh (Assistant Professor)
The Builders
Project Guides
Zenith Scale
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Zenith Scale checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Seema Shah (Research Advisor)
The Builders
Project Guides
Atlas Scale
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Atlas Scale checkpoint 2: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Amit Mehta (Industry Mentor)
The Builders
Project Guides
Fusion Point
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Fusion Point checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sameer Saxena (Industry Mentor)
The Builders
Project Guides
Trail Point
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Trail Point checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Seema Nair (Assistant Professor)
The Builders
Project Guides
Nexus Point
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Nexus Point checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Kavita Joshi (Research Advisor)
The Builders
Project Guides
Harbor Loop
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Harbor Loop checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Amit Shah (Industry Mentor)
The Builders
Project Guides
Fusion Loop
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Fusion Loop checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Rahul Kumar (Industry Mentor)
The Builders
Project Guides
Motion Loop
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Motion Loop checkpoint 2: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Rahul Saxena (Associate Professor)
The Builders
Project Guides
Flux Loop
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Flux Loop checkpoint 3: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Ramesh Reddy (Research Advisor)
The Builders
Project Guides
Insight Loop
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Insight Loop checkpoint 2: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Seema Mehta (Research Advisor)
The Builders
Project Guides
Flux Wave
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Flux Wave checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Ramesh Deshmukh (Professor)
The Builders
Project Guides
Nova Core
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Nova Core checkpoint 3: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Priya Shah (Assistant Professor)
The Builders
Project Guides
Guardian Core
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Guardian Core checkpoint 3: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Sameer Saxena (Industry Mentor)
The Builders
Project Guides
Eco Core
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Eco Core checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Sameer Reddy (Industry Mentor)
The Builders
Project Guides
Matrix Core
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Matrix Core checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Rahul Shah (Department Coordinator)
The Builders
Project Guides
Astra Path
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Astra Path checkpoint 3: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Ramesh Joshi (Professor)
The Builders
Project Guides
Medi Path
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Medi Path checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Seema Nair (Assistant Professor)
The Builders
Project Guides
Quantum Path
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Quantum Path checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Kavita Shah (Professor)
The Builders
Project Guides
Prism Path
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Prism Path checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Sunita Mehta (Industry Mentor)
The Builders
Project Guides
Horizon Path
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Horizon Path checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Ramesh Saxena (Research Advisor)
The Builders
Project Guides
Insight Path
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Insight Path checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Anjali Joshi (Assistant Professor)
The Builders
Project Guides
Compass Path
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Compass Path checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Kavita Patil (Assistant Professor)
The Builders
Project Guides
Pulse Desk
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Pulse Desk checkpoint 3: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Sunita Iyer (Industry Mentor)
The Builders
Project Guides
Cloud Desk
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Cloud Desk checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Rahul Deshmukh (Industry Mentor)
The Builders
Project Guides
Beacon Desk
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Beacon Desk checkpoint 2: 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
Fusion Desk
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Fusion Desk checkpoint 2: 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
Lumen Vault
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Lumen Vault checkpoint 2: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Rahul Patil (Associate Professor)
The Builders
Project Guides
Delta Flow
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Delta Flow checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Anjali Mehta (Research Advisor)
The Builders
Project Guides
Cloud Grid
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Cloud Grid checkpoint 1: 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
Quantum Grid
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Quantum Grid checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Sameer Mehta (Associate Professor)
The Builders
Project Guides
Zenith Grid
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Zenith Grid checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Rahul Mehta (Department Coordinator)
The Builders
Project Guides
Medi Lens
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Medi Lens checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Ramesh Patil (Research Advisor)
The Builders
Project Guides
Harbor Hub
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Harbor Hub checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Neeraj Kumar (Industry Mentor)
The Builders
Project Guides
Trail Hub
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Trail Hub checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Priya Nair (Professor)
The Builders
Project Guides
Quantum Pilot
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Quantum Pilot checkpoint 2: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Neeraj Saxena (Associate Professor)
The Builders
Project Guides
Beacon Pilot
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Beacon Pilot checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Ramesh Joshi (Professor)
The Builders
Project Guides
Nimbus Care
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Nimbus Care checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sunita Joshi (Associate Professor)
The Builders
Project Guides
Cipher Nest
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Cipher Nest checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Kavita Shah (Professor)
The Builders
Project Guides
Orbit Nest
Problem Statement
Students are building a platform for supply chain visibility.
Weekly Feedback & Review
"Orbit Nest checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Neeraj Mehta (Department Coordinator)
The Builders
Project Guides
Flux Nest
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Flux Nest checkpoint 3: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Rahul Reddy (Associate Professor)
The Builders
Project Guides
Horizon Nest
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Horizon Nest checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sunita Saxena (Department Coordinator)
The Builders
Project Guides
Orion Watch
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Orion Watch checkpoint 3: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Rahul Saxena (Associate Professor)
The Builders
Project Guides
Crest Watch
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Crest Watch checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Sameer Mehta (Associate Professor)
The Builders
Project Guides
Crest Forge
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Crest Forge checkpoint 2: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Sunita Patil (Assistant Professor)
The Builders
Project Guides
Harbor Chain
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Harbor Chain checkpoint 3: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Amit Reddy (Department Coordinator)
The Builders
Project Guides
Matrix Chain
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Matrix Chain checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Kavita Reddy (Assistant Professor)
The Builders
Project Guides
Cloud Shift
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Cloud Shift checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Neeraj Patil (Associate Professor)
The Builders
Project Guides
Lumen Shift
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Lumen Shift checkpoint 3: 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
Quantum Works
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Quantum Works checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Neeraj Saxena (Associate Professor)

