v1.0 Institutional Assessment Infrastructure

Objective Technical
Hiring & Placement
Infrastructure.

Automate technical screening, in-browser code execution sandboxes, and rubric-based qualitative evaluation.

Live In-Browser Execution • 8 AI Interviewer Personas • 45s Proctoring Gate
eval.ai/session/live-runner 
1  def two_sum(nums, target):
2      seen = {}
3      for index, value in enumerate(nums):
4          complement = target - value
5          if complement in seen:
6              return [seen[complement], index]
7          seen[value] = index
8      return []
Runtime: 12ms Memory: 14.2 MB Accuracy: 96%
✓ Passed (14/14 Test Cases)
Live evaluation preview Runner ready

Next-Generation Proctored Evaluation Architecture

Seamlessly bridging campus talent with enterprise placement standards through live AI interviewing and transparent algorithmic scoring.

vettis://proctored-interview-room
45s Tab-Switch Proctoring Active
Dr. Elena Vance

Dr. Elena Vance

AI Interviewer

Lead Architect • Distributed Systems & Concurrency

14:48
"Explain trade-offs in sliding window rate limiters."
Live Candidate Verbal Transcription: "We maintain timestamps in a sorted set or ring buffer to achieve amortized O(1) time complexity..."

1. Live Multi-Avatar Proctored Session

Interactive real-time technical dialogue powered by 8 specialized AI interviewers with live voice synthesis, candidate audio transcription, and window focus tracking.

Telemetry: Camera + Mic + Window Institutional Grade
vettis://verified-skill-passport
NYC Local Law 144 Audited

Yash Bardhan • Candidate #142

JMIT Radaur • Python Full-Stack & Systems

89.4 / 100 Strong Advance
System Architecture & Concurrency 92 / 100
Code Correctness & Memory Bounds 88 / 100
Verbal Logic & Problem Decomposition 87 / 100

2. Cryptographic Qualitative Scorecards

Every assessment compiles full algorithmic efficiency analysis, memory complexity profiling, and recruiter sign-offs into exportable, tamper-proof JSON performance passports.

Zero Emotion Biometrics Audit Verified

Institutional Placement Engine

Zero compromise on student fairness, data privacy, or proctoring rigor.

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TPO Batch Placement Drives

Mass-screen hundreds of engineering students concurrently with unique 2-hour proctored tokens.

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O(1) Memory & Complexity Profiling

Code runs against 14+ automated benchmark test cases measuring execution ms and RAM allocation.

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NYC Law 144 & GDPR Compliant

Objective candidate scoring without discriminatory facial emotion tracking or algorithmic bias.