Smart Assessment Engine - Icanio Technology
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
Want to Know More?
Schlafender Hase
Transitioned Schlafender Hase’s desktop text verification tool into a cloud-native SaaS platform on Azure with scalable microservices and secure DevOps practices.
Axis Securities
Built a secure, scalable CI/CD platform for Axis Securities using Jenkins, GitHub Actions, Terraform, and AWS to accelerate deployments and reduce costs.
Amazon
Migrated JIRA Cloud to a self-hosted JIRA Data Center on AWS, cutting licensing costs while ensuring scalability, security, and high availability.
Project Fusion
Developed Ranger Fusion and Shengel apps to digitize workforce, HR, and site operations with real-time tracking, multilingual support, and mobile-first usability.
LIMS
Built a scalable LIMS platform to automate sample tracking, analysis, and digital reporting with QR-based verification for a NABL-accredited lab.
Smart Search (Elastic SI)
Built a search engine–agnostic platform that abstracts complex query syntax, integrates NLP, and simplifies ML Ops for faster, more accurate search experiences.
Q Pay
Developed QPay, an all-in-one mobile wallet for underserved communities, enabling payments, transfers, recharges, and loan repayments with referral-driven growth.
JOGO Health
Built a digitized patient lifecycle platform to manage leads, consultations, therapy sessions, payments, and reporting across multiple centers.
BN Rathi Securities
Developed a secure financial reporting portal for BN Rathi Securities, enabling real-time client access to ledgers, portfolios, trade reports, and compliance data.
Business Application Tech Support
Developed a self-service portal with SSO integration while modernizing legacy TVT systems and stabilizing production environments.
Carcaran
Improved the Carcaran platform for car buyers and agents by fixing functional issues, enhancing UX, and strengthening performance tracking.
Jacana Warranty
Integrated AFC warranty services into the Jacana Warranty mobile app, enabling end-to-end claim management, tracking, and support within a single platform.
Talentium X
Built an AI-driven recruitment system that automates resume parsing, role matching, and interview scheduling — reducing manual effort, improving accuracy, and accelerating hiring.
Text Verification Tool
Re-engineered the desktop-based Text Verification Tool into a SaaS platform with modern UI, role-based access, and enterprise scalability.
PluginLive
Built a centralized campus placement system connecting colleges, corporates, students, and partners to streamline hiring workflows and communication.
Waterfield Advisors
Developed a workflow management platform to automate investment statement processing, task tracking, and report generation for wealth advisory teams.
Blujin
Built a mobile-first job search app for U.S. users with personalized recommendations, intuitive navigation, and seamless application workflows.
HOA Superkey Insurance
Built a centralized insurance management portal integrated with Veruna to digitize renewals, claims, and documentation for scalable community operations.
DCM Engineering
Migrated the DCM application from JDK 8 to JDK 17, enhancing performance, security, and scalability while eliminating deprecated APIs and reducing technical debt.
Contract Management System
Implemented a centralized Contract Management System with automated workflows, digitized documentation, and real-time tracking — streamlining approvals, improving efficiency, and enhancing visibility across the contract lifecycle.
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.
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
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117