Section 14 projects
Agentic AI
Engineering autonomous systems using LangGraph and Multi-Agent frameworks for complex decision-making.
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Section 22 projects
Chatbot AI
Designing conversational interfaces with sophisticated Memory Management and privacy controls.
Section 36 projects
Conversational Voice Agents
Production-grade Voice AI Agents developed for real-time telephony and complex interactions.
Section 43 projects
Computer Vision
Implementing Convolutional Neural Networks (CNN) and advanced architectures for image recognition and classification.
Section 58 projects
Data Analysis
Extracting actionable insights from raw data using statistical modeling and interactive dashboards.
Section 64 projects
Deep Learning
Building advanced Neural Architectures for Time-Series Forecasting (LSTM) and complex classification tasks.
Section 74 projects
Fine-Tuning
Specializing Large Language Models (LLMs) using Low-Rank Adaptation (LoRA) and PEFT techniques.
Section 86 projects
Machine Learning
Solving real-world business problems with Predictive Modeling and classical ML algorithms.
Section 95 projects
Model Context Protocol (MCP)
Implementation of the standardized protocol for connecting AI models to external data systems.
Section 102 projects
Model Evaluation
Rigorous benchmarking of LLMs using metrics like BLEU, ROUGE, and Perplexity.
Section 117 projects
Natural Language Processing
End-to-end Text Processing pipelines, Semantic Analysis, and Transformer implementations (BERT/GPT).
Section 129 projects
Retrieval Augmented Generation (RAG)
Architecting systems that ground LLMs in private data using Vector Databases (Pinecone, FAISS).
Section 132 projects
Transformer Architectures
Deep dives into model internals: Building Multi-Head Attention mechanisms from the ground up.
Section 144 projects
User Interfaces AI
Developing interactive Frontends for AI applications using Streamlit and Gradio.
Section 159 projects
Web AI Infrastructure
Deploying and hosting open-source AI applications on private servers. Examples of self-hosted platforms include Ollama, Open WebUI, Flowise, n8n, Bolt, Browser Use, Cal.com, Excalidraw, and Supabase.