Smart Assessment Engine - ICANIO Technologies
Smart Assessment Engine
Platform Developed
Overview
The solution automated candidate evaluation by combining speech-to-text, NLP, and visual tracking to assess grammar, keyword use, speech rate, and presence. It generated a unified score, enabling faster, consistent, and bias-free hiring decisions with seamless integration into recruitment platforms.
Problem
- Recruiters face challenges in consistently and objectively evaluating candidates' communication skills during video interviews.
- Manual review processes are time-consuming, prone to bias, and lack scalability — making it difficult to handle large applicant volumes or ensure consistent assessment quality across different panels,
Solution
- Automated Communication Assessment Engine : Developed a system that automates the evaluation of candidate communication skills through video interviews.
- Speech-to-Text Conversion : Utilized AWS Transcribe to convert recorded responses into textual format for further analysis.
- Multidimensional Skill Analysis : Evaluated candidates on five key parameters such as Keyword Matching, Grammar Check, Rate of Speech, Iris Movement Tracking and Candidate Presence Detection.
- Unified Scoring System : Combined results from all metrics to generate a comprehensive communication skill score.
Key Business Outcomes
- Faster and Scalable Hiring Process: Significantly reduced the time and effort required to screen candidates, enabling faster decision-making and processing of high application volumes.
- Objective and Consistent Evaluation: Delivered standardized feedback using quantifiable metrics, reducing subjective bias and improving evaluation fairness.
- Enhanced Diversity and Inclusion: Supported unbiased, data-driven assessments that align with inclusive hiring practices.
Technology
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Office Locations
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117
Address
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617.
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Centre
Margoschis Road, Nazareth,
Tamil Nadu 628617.
Centre
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Centre
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617.
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
1st Floor, A-28, Thiru.Vi.Ka Industrial Estate, Guindy, Chennai 600032, Tamil Nadu.
Margoschis Road, Nazareth,
Tamil Nadu 628617.
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Centre
Margoschis Road, Nazareth,
Tamil Nadu 628617.
Centre
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Centre
1st Floor, A-28, Thiru.Vi.Ka Industrial Estate, Guindy, Chennai 600032, Tamil Nadu.