Computer Vision & Image Processing
We develop advanced AI models for visual recognition, pattern detection, and automation across various industries.
- Facial Recognition – High-accuracy face detection and verification using Deep Learning (CNNs, Vision Transformers, OpenCV, dlib).
- Object Detection & Image Segmentation – Bounding box detection, semantic segmentation with YOLO, Mask R-CNN, Detectron2.
- Optical Character Recognition (OCR) – High-accuracy text extraction from images using Tesseract OCR, Google Cloud Vision API, EasyOCR.
Natural Language Processing (NLP) & Generative AI
Our NLP models provide deep text understanding, automated responses, and knowledge extraction for various applications.
- Chatbot & Conversational AI: Custom AI-powered assistants built with Rasa, OpenAI GPT, LangChain, Dialogflow, LlamaIndex.
- Large Language Models (LLM) & Retrieval-Augmented Generation (RAG): Custom LLM fine-tuning and AI-generated content using OpenAI GPT-4, Falcon, LLaMA, RAG with Pinecone/Faiss
- Document Analysis & AI-Powered Search: Intelligent document processing with BERT, T5, Elasticsearch, vector databases (Weaviate, Milvus, Pinecone).
Big Data & AI-Powered Automation
We design scalable AI-driven pipelines for high-volume data processing and automated decision-making.
- Big Data Processing: High-speed data ingestion, transformation, and analytics using Apache Spark, Kafka, Airflow, Hadoop, Google BigQuery
- AI-Powered Data Annotation: Automated labeling pipelines for AI training datasets using CVAT, Label Studio, Roboflow
- AI in Edge Computing & IoT: Optimized AI models for on-device processing using TensorFlow Lite, OpenVINO, NVIDIA Jetson.
Predictive Analytics & Anomaly Detection
We use advanced statistical modeling and AI to detect irregular patterns, fraud, and system failures before they occur.
- Anomaly Detection: Real-time detection of outliers in financial transactions, manufacturing quality control, and cybersecurity threats using Isolation Forest, Autoencoders, Prophet, LSTMs
- Time-Series Forecasting: Demand prediction, stock price forecasting, and maintenance prediction using ARIMA, LSTM, Transformer-based models.
AI Model Deployment & MLOps
We provide scalable, production-ready AI deployments optimized for performance and security.
- Cloud-Based AI Deployment: Deploy AI models on AWS SageMaker, Google AI Platform, Azure ML
- Vector Databases & Knowledge Retrieval: Scalable AI search with Pinecone, Weaviate, FAISS
- MLOps Pipelines: Automated model training, monitoring, and CI/CD using Kubeflow, MLflow, DVC, Prefect.
