Technologies Behind Our AI Breakthroughs
Creating smarter, faster, and more reliable AI solutions.
At Prajna AI, we don’t just build intelligent solutions; we redefine what’s possible by harnessing a diverse arsenal of AI technologies precisely tailored for each client and domain. From cutting-edge Generative AI models that empower financial institutions with agentic AI for rapid ROI and compliance, to advanced Computer Vision systems revolutionizing manufacturing efficiency and healthcare diagnostics, and sophisticated Natural Language Processing (NLP) solutions transforming customer experience across industries, our expertise spans the full spectrum of AI innovation, delivering transformative solutions that drive real-world impact and competitive advantage.
Machine Learning Models
Machine Learning Models
- Supervised Learning – Labeled data
- Classic ML Models
- Decision Trees / Random Forests
- Support Vector Machines (SVM)
- K-Nearest Neighbors (KNN)
- Naive Bayes
- Classic ML Models
- Unsupervised Learning – Unlabeled data
Deep
Learning
Deep Learning
- FNNs
- CNNs: Image recognition, object detection (ResNet, YOLO, VGG, MobileNet)
- RNNs: Time series, sequences, LSTM, GRU
- Transformers (NLP, Vision, Multi-modal)
- BERT, Open Source LLMs
- Diffusion Models
Training Tools
&
Frameworks
Training Tools & Frameworks
- Core Libraries
- High-Level Frameworks
- Model Fine-tuning
- Full Fine-tuning, PEFT
Deployment
Tools
Deployment Tools
- APIs & Inference Servers
- Containers & Orchestration
- LLM Ecosystem & Deployment
LLMS
Modalities
LLMS/Modalities
- Structured/Unstructured
RAG
&
Databases
RAG & Database
- Document Chunking, Embedding Generation
Prompt
Engineering
Prompt Engineering & AI Agents
- Prompt Engineering
- Zero-Shot, Few-Shot, Iterative Prompting, Chain-of-Thought (CoT), REACT
- AI Agents
- Task Specific Agents, Multi-Agent, Self-Improving
Performance Monitoring
Performance Monitoring
