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ANSHAM1/README.md

ANSHAM MAURYA

AI Systems Engineer • Agentic AI • Backend & Distributed Systems • Deep Learning

Building AI Systems, exploring distributed architectures, and turning ambitious ideas into production-ready software.

  • ⚙️ I build daily with: .py.cpp.sql.fastapi.docker.langgraph
  • 🧠 I'm mostly active within AI Systems, Backend Engineering, and Agentic AI
  • 🚀 Building: MODELISE, TorchLessCUDA, InsertionAI, SentinelAI
  • 💬 ping me about AI, LLMs, System Design, Backend Engineering, Distributed Systems, and Software Architecture
  • 🌐 Portfolioansham1-portfolio.vercel.app

Languages
PythonC++RustJavaJavaScript

AI / Machine Learning
PyTorchKerasNumPyPandasCUDA

LLM / Agentic AI
LangChainLangGraphRAGAI AgentsTool CallingPrompt EngineeringVector Databases

Backend Development
FastAPIgRPCREST APIsNode.jsExpress.jsMicroservicesAsync Programming

Databases
Microsoft SQL ServerPostgreSQLMySQLMongoDBSQLite

DevOps / Infrastructure
GitGitHub ActionsDockerDocker ComposeKubernetesLinux

◈ MODELISE

A production-ready AI model deployment and governance platform designed for secure, scalable, and modular AI infrastructure. It supports custom ML/DL model deployment, LLM orchestration, retrieval-augmented generation, autonomous agent workflows, and distributed backend services through a unified API layer.

Highlights: Custom ML/DL ModelsLLMsLangGraphLangChainRAGDistributed SystemsFastAPIgRPCPythonSQL ServerDocker

◈ TorchLessCUDA

A high-performance deep learning framework built entirely from scratch, implementing a complete Convolutional Neural Network library without external ML frameworks. Includes custom CUDA kernels for forward and backward propagation, GPU memory management, and optimized matrix operations.

Highlights: C++CUDACMakeCNN LibraryGPU ProgrammingNeural NetworksLinear AlgebraPerformance Optimization

◈ SentinelAI

An intelligent Network Intrusion Detection System that performs real-time traffic analysis and anomaly detection using a high-performance systems architecture.

Highlights: RustTauriNetwork SecurityPacket AnalysisConcurrencySystem Programming

“Code is the closest thing we have to magic ✨”

Pinned Loading

  1. TOrchLessCUDA TOrchLessCUDA Public

    TorchLessCUDA is a deep learning framework built entirely from scratch using Modern C++20 and CUDA, implementing tensor operations, GPU training, and inference without relying on existing machine l…

    C++ 2

  2. AI_Research_Assistant_Agent AI_Research_Assistant_Agent Public

    Autonomous AI research assistant that can analyze documents, search knowledge bases, perform calculations, and generate structured research reports.

    Python 1

  3. SentinelAI_Nids SentinelAI_Nids Public

    An AI-driven network intrusion detection system built from scratch, combining machine learning and deep learning techniques to analyze network behavior, identify anomalies, and detect potential cyb…

    Rust 1

  4. FlowForge-Mini_LCEL_Pipeline_Engine FlowForge-Mini_LCEL_Pipeline_Engine Public

    A lightweight implementation of a LangChain Expression Language (LCEL)-inspired pipeline execution framework built from scratch in Python using Object-Oriented Programming, operator overloading, an…

    Python 1

  5. Embedded_LSM_KV_Database Embedded_LSM_KV_Database Public

    A lightweight embedded key–value database built from scratch using modern C++, implementing an LSM-Tree storage engine with write-ahead logging, SSTable persistence, and efficient read/write operat…

    C++ 1

  6. Tic-Tac-Toe-AI Tic-Tac-Toe-AI Public

    A Tic-Tac-Toe AI built in modern C++ using the Minimax algorithm with memoization (dynamic programming), efficient last-move win detection, and scalable board-size support.

    C++ 1