Friday #28
Friday, November 13, 2026
Academic Session
Part of the cohort: Session 2025-26
Iteration Stats
Evaluated Projects
Eco Guard
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Eco Guard checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Ramesh Nair (Professor)
The Builders
Project Guides
Prism Guard
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Prism Guard checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Sameer Kumar (Department Coordinator)
The Builders
Project Guides
Flux Guard
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Flux Guard checkpoint 3: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Seema Patil (Professor)
The Builders
Project Guides
Quantum Guard
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Quantum Guard checkpoint 2: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Neeraj Deshmukh (Industry Mentor)
The Builders
Project Guides
Quantum Point
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Quantum Point checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Priya Reddy (Research Advisor)
The Builders
Project Guides
Insight Guard
Problem Statement
Students are building a platform for campus operations.
Weekly Feedback & Review
"Insight Guard checkpoint 3: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Anjali Joshi (Assistant Professor)
The Builders
Project Guides
Medi Scale
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Medi Scale checkpoint 3: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Neeraj Patil (Associate Professor)
The Builders
Project Guides
Eco Scale
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Eco Scale checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Ramesh Reddy (Research Advisor)
The Builders
Project Guides
Crest Scale
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Crest Scale checkpoint 3: 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
Fusion Link
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Fusion Link 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
Crest Link
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Crest Link checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Ramesh Shah (Assistant Professor)
The Builders
Project Guides
Campus Vault
Problem Statement
Students are building a platform for learning analytics.
Weekly Feedback & Review
"Campus Vault checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Dr. Ramesh Reddy (Research Advisor)
The Builders
Project Guides
Cipher Vault
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Cipher Vault checkpoint 3: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Sameer Shah (Associate Professor)
The Builders
Project Guides
Nexus Vault
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Nexus Vault checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Sameer Nair (Department Coordinator)
The Builders
Project Guides
Delta Vault
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Delta Vault checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Seema Patil (Professor)
The Builders
Project Guides
Insight Vault
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Insight Vault checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Anjali Mehta (Research Advisor)
The Builders
Project Guides
Astra Flow
Problem Statement
Students are building a platform for urban mobility.
Weekly Feedback & Review
"Astra Flow 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
Vertex Lens
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Vertex Lens checkpoint 2: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Ramesh Mehta (Assistant Professor)
The Builders
Project Guides
Fusion Lens
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Fusion Lens checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Priya Patil (Research Advisor)
The Builders
Project Guides
Flux Lens
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Flux Lens checkpoint 3: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Rahul Patil (Associate Professor)
The Builders
Project Guides
Delta Lens
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Delta Lens 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
Compass Lens
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Compass Lens checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Seema Mehta (Research Advisor)
The Builders
Project Guides
Nova Hub
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Nova Hub checkpoint 2: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Rahul Patil (Associate Professor)
The Builders
Project Guides
Vertex Pulse
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Vertex Pulse checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Rahul Iyer (Department Coordinator)
The Builders
Project Guides
Motion Hub
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Motion Hub checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Anjali Saxena (Professor)
The Builders
Project Guides
Summit Pilot
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Summit Pilot 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
Sage Sphere
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Sage Sphere checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Seema Patil (Professor)
The Builders
Project Guides
Prism Sphere
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Prism Sphere checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Ramesh Joshi (Professor)
The Builders
Project Guides
Cloud Nest
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Cloud Nest checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Kavita Joshi (Research Advisor)
The Builders
Project Guides
Cipher Nest
Problem Statement
Students are building a platform for air quality monitoring.
Weekly Feedback & Review
"Cipher Nest checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Kavita Mehta (Professor)
The Builders
Project Guides
Trail Nest
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Trail Nest checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Neeraj Patil (Associate Professor)
The Builders
Project Guides
Motion Nest
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Motion Nest checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Prof. Sameer Nair (Department Coordinator)
The Builders
Project Guides
Nimbus Map
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Nimbus Map 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
Crest Map
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Crest Map checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Amit Deshmukh (Associate Professor)
The Builders
Project Guides
Summit Map
Problem Statement
Students are building a platform for digital health.
Weekly Feedback & Review
"Summit Map checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Sameer Patil (Industry Mentor)
The Builders
Project Guides
Medi Watch
Problem Statement
Students are building a platform for student wellness.
Weekly Feedback & Review
"Medi Watch checkpoint 1: tightened the data model and started performance profiling for the next sprint."
Moderated by Panel Head: Prof. Amit Saxena (Department Coordinator)
The Builders
Project Guides
Flux Watch
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Flux Watch checkpoint 1: validated the core user flow and confirmed the first prototype on staging."
Moderated by Panel Head: Dr. Anjali Saxena (Professor)
The Builders
Project Guides
Campus Forge
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Campus Forge checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Ramesh Deshmukh (Professor)
The Builders
Project Guides
Fusion Forge
Problem Statement
Students are building a platform for agritech logistics.
Weekly Feedback & Review
"Fusion Forge checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Dr. Seema Iyer (Research Advisor)
The Builders
Project Guides
Orbit Forge
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Orbit Forge checkpoint 1: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Prof. Neeraj Shah (Department Coordinator)
The Builders
Project Guides
Signal Forge
Problem Statement
Students are building a platform for energy monitoring.
Weekly Feedback & Review
"Signal Forge checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Anjali Shah (Research Advisor)
The Builders
Project Guides
Insight Forge
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Insight Forge checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Priya Joshi (Professor)
The Builders
Project Guides
Medi Sense
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Medi Sense checkpoint 2: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Kavita Deshmukh (Research Advisor)
The Builders
Project Guides
Fusion Sense
Problem Statement
Students are building a platform for fraud detection.
Weekly Feedback & Review
"Fusion Sense checkpoint 1: finished the first hardware/software sync and captured demo evidence."
Moderated by Panel Head: Prof. Amit Mehta (Industry Mentor)
The Builders
Project Guides
Orbit Sense
Problem Statement
Students are building a platform for skill discovery.
Weekly Feedback & Review
"Orbit Sense checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Priya Reddy (Research Advisor)
The Builders
Project Guides
Cloud Chain
Problem Statement
Students are building a platform for smart mobility.
Weekly Feedback & Review
"Cloud Chain checkpoint 2: improved the UI polish and resolved a set of edge-case defects."
Moderated by Panel Head: Dr. Anjali Reddy (Professor)
The Builders
Project Guides
Guardian Chain
Problem Statement
Students are building a platform for disaster response.
Weekly Feedback & Review
"Guardian Chain checkpoint 1: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Dr. Kavita Deshmukh (Research Advisor)
The Builders
Project Guides
Quantum Shift
Problem Statement
Students are building a platform for water conservation.
Weekly Feedback & Review
"Quantum Shift checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Prof. Rahul Shah (Department Coordinator)
The Builders
Project Guides
Flux Shift
Problem Statement
Students are building a platform for local commerce.
Weekly Feedback & Review
"Flux Shift checkpoint 2: prepared a clean demo handoff and documented the open follow-up tasks."
Moderated by Panel Head: Prof. Sameer Joshi (Department Coordinator)
The Builders
Project Guides
Cloud Works
Problem Statement
Students are building a platform for nutrition tracking.
Weekly Feedback & Review
"Cloud Works checkpoint 1: completed the backend integration and reviewed the primary workflow with mentors."
Moderated by Panel Head: Dr. Anjali Reddy (Professor)

