aisystem

AI_Prep is a collection of Machine Learning, Deep Learning, Gen AI , Agentic AI, Prod Ready AI Systems concepts, implementations, and projects. Covers various AI ML DL topics, from preprocessing to advanced techniques, along with a few Generative AI projects leveraging AI Models with caching, fallbacks, load balancing, AI Security and Evaluators.

Through the integration of Machine Learning algorithms in the Django framework, I achieved accurate gender predictions using the Kaggle dataset. The project also showcases the synergy of HTML and JavaScript for a seamless and interactive user experience

Bidirectional voice bridge between Telegram and local audio pipelines.

the bees

Portfolio of seven applied AI systems spanning multimodal interaction, local language-model training, RAG and vector-store evaluation, AI control patterns, compute-emissions scenario analysis, and social intelligence analytics.

The system utilizes computer vision, employing OpenCV (cv2), PyAutoGUI, and Mediapipe, to track hand movements and translate them into cursor movements on the screen. This enables users to interact with their computer without the need for a physical mouse.

Local-first AI legal research system for UK contract law with IRAC-enforced reasoning, hybrid RAG with reranking, and on-device LLM inference. Designed to deliver grounded, citation-backed legal analysis via text and voice, no external APIs

A multi-agent workflow for verifiable Lean 4 code and proof generation using LLMs for given mathematical problems in natural language