Portfolio & Case Studies

Explore a selection of Artificial Intelligence, Machine Learning, Computer Vision, Generative AI and Enterprise Automation solutions developed by ITAKRA Technologies.

AI Guardian – Intelligent Surveillance System

A next-generation AI surveillance platform designed to improve security, automate monitoring and provide real-time threat detection.


Business Challenge

Traditional CCTV systems require continuous human monitoring, making it difficult to detect threats quickly and accurately.


Solution

Developed an AI-powered surveillance platform capable of object detection, weapon detection, face recognition, tracking and suspicious activity monitoring.


Key Features

  • Real-Time Weapon Detection
  • Face Recognition
  • Multi-Camera Monitoring
  • Person Tracking
  • Email Alert System
  • Event Logging Dashboard
  • Loitering Detection

Technologies Used

Python YOLOv8 OpenCV DeepSORT FastAPI HTML CSS JavaScript

MailMind AI – Enterprise HR Automation Platform

A complete enterprise-grade HR automation platform powered by Generative AI, RAG systems and intelligent workflow automation.


Business Challenge

HR teams spend significant time reviewing resumes, managing emails and processing candidate information.


Solution

Built a multi-agent AI platform capable of ATS screening, resume analysis, email automation and knowledge retrieval.


Key Features

  • AI Resume Screening
  • ATS Scoring Engine
  • Email Automation
  • RAG Knowledge Base
  • Job Management Dashboard
  • Multi-Agent Architecture
  • Candidate Classification

Technologies Used

FastAPI PostgreSQL LangChain LLMs RAG AI Agents ChromaDB HTML CSS JavaScript

DermaAI – Skin Cancer Detection System

An AI-powered healthcare solution developed to assist in the early detection of skin cancer using deep learning and Explainable AI techniques.


Business Challenge

Early identification of skin cancer is critical, yet manual diagnosis can be time-consuming and dependent on specialist availability.


Solution

Developed a deep learning system capable of classifying skin lesions and providing visual explanations through Explainable AI techniques.


Key Features

  • Skin Lesion Classification
  • Deep Learning-Based Predictions
  • Grad-CAM Explainability
  • Medical Image Analysis
  • User-Friendly Interface
  • Fast Inference System

Technologies Used

Python PyTorch CNN Grad-CAM FastAPI HTML CSS JavaScript

Loan Default Prediction Platform

A machine learning platform designed to help financial institutions identify high-risk applicants and improve lending decisions.


Business Challenge

Financial institutions need reliable methods to assess loan default risk while minimizing financial losses.


Solution

Developed an end-to-end ML system using advanced classification algorithms and imbalance-handling techniques.


Key Features

  • Risk Assessment Engine
  • SMOTE-Based Data Balancing
  • Probability Predictions
  • Interactive Dashboard
  • Real-Time Predictions
  • Business-Oriented Reporting

Technologies Used

Python LightGBM Scikit-Learn FastAPI HTML CSS JavaScript

Salary Prediction Web Application

An end-to-end machine learning application that predicts employee salaries based on professional and demographic factors.


Business Challenge

Organizations and professionals require data-driven insights to understand compensation trends and salary expectations.


Solution

Built a complete ML-powered web application with an intuitive interface and scalable backend architecture.


Key Features

  • Real-Time Salary Predictions
  • Interactive User Interface
  • Data Preprocessing Pipeline
  • Machine Learning Model Integration
  • REST API Architecture
  • Responsive Web Design

Technologies Used

Python Random Forest Scikit-Learn FastAPI HTML CSS JavaScript
OUR ACHIEVEMENTS

Delivering Innovation Through Technology

40+

Projects Delivered

10+

AI & Software Experts

5+

Advanced AI Solutions Built

100%

Commitment To Quality

Have An Idea? Let's Build It Together.

From AI-powered platforms and intelligent automation systems to enterprise software and custom web applications, ITAKRA Technologies can help bring your vision to reality.

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