Projects

AI based Recruitment System (Aptitudo)

Aptitudo is an end-to-end AI-powered recruitment and assessment platform owned by Aptitudo Inc., Canada.. 

The platform supports the complete hiring lifecycle—from posting recruitment campaigns to creating assessments, generating AI-based questions (MCQ, short answer, long answer, coding, and video-based), inviting candidates, conducting exams, and publishing results with both automated and human evaluation. 

• Built on a scalable three-tier architecture comprising a Vue.js frontend, Java Spring Boot backend, and a Django-based AI server for modular, high-performance processing.

• Integrates GPT-4o–driven AI assessment generation, SSO authentication with Google and LinkedIn, Stripe-based subscription and payment management, and secure external API integrations.

• Includes advanced exam integrity and analytics features such as IP tracking, mouse movement monitoring, fraud detection, detailed reports, and audit logs for enterprise-grade recruitment workflows.

BISDP – Business Intelligence (BI) Module 

The BISDP Project is a World Bank–funded government initiative, and its Business Intelligence (BI) module is a government-grade analytics platform developed to support regulatory oversight and operational decision-making for multiple stakeholders.

• Designed and implemented an enterprise BI system capable of secure data aggregation, optimized querying, and role-based dashboards, enabling actionable insights across UAT and Production environments for regulatory authorities.

• Developed advanced predictive and analytical models including lapse prediction for customer retention, financial forecasting, fraud detection, and accident analysis using supervised learning, regression models, decision trees, and time-series forecasting techniques such as SARIMAX.

• Delivered stakeholder-specific reports and executive dashboards supporting transparency, compliance, and policy decisions, while ensuring strong security controls, audit logging, authentication mechanisms, and reliable on-premises deployment.

AI & Machine Learning based Solutions

• Automated CRM Agent: Developed a scalable banking services chatbot using Dialogflow, Python Flask, and MySQL to serve concurrent customers.

• Automated E-recruitment Agent: Created an online recruitment automation tool using Python Flask, Selenium, and MySQL to streamline HR processes.

• Automated HR Agent: Implemented an NLP-based HR assistant with Python Flask and Dialogflow to handle employee queries via RESTful web services.

Deep Learning based Solutions

• Automated Loan Origination and Approval: Developed a decision support system for loan approvals using Deep Learning models, Regression, Naive Bayes, and KNN algorithms.

• ERP Data Predictive Analysis: Built predictive models for ERP data (sales, production) using Deep Learning techniques (Python Django, TensorFlow, Keras).

• Online Credit Approval System: Developed a web service in Flask for online credit approval, integrating external APIs and databases (Python Flask, Heroku).