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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][.git][.docker]
  • I'm mostly active within AI Systems, Backend Engineering, and Agentic AI
  • Built: TorchLessCUDA, InsertionAI, SentinelAI ...
  • ping me about AI, LLMs, System Design, Backend Engineering, Distributed Systems, and Software Architecture

Languages
PythonC++RustJavaJavaScript

AI / Machine Learning
PyTorchKerasNumPyPandasCUDADeepLearning - ANN, RNN, LSTM, CNN, Transformers

LLM / Agentic AI
LangChainLangGraphRAGAI AgentsTool CallingPrompt EngineeringVector Databases

Backend Development
FastAPIgRPCREST APIsNode.jsExpress.jsMicroservicesAsync Programming

Databases
Microsoft SQL ServerPostgreSQLMySQLMongoDBSQLite

DevOps / Infrastructure
GitGithubDockerDocker ComposeRedisLinux

⌬ Insertion.AI

An advanced AI-powered desktop productivity assistant featuring a multi-agent architecture that autonomously handles job applications, smart calendar scheduling, and coding environment automation with a IDE. Built with state-of-the-art LLM orchestration, local state management, and robust tool-calling to adapt seamlessly to daily professional routines.

Built With: PythonLLMsLangGraphFastAPIAutomationMulti AI AgentsGithub APIHirebase APIMicrosoft SQL Server

⌬ 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.

Built With: C++CUDACMakeCNN LibraryGPU ProgrammingNeural NetworksLinear AlgebraPerformance Optimization

⌬ SentinelAI_Nids

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

Built With: PythonNpcapRustTauriXGBoostLSTMNetwork SecurityPacket AnalysisConcurrencySystem Programming

“Chaos is the default state of the universe; every clean line of architecture is a deliberate act of defiance.”

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++ 1

  2. Insertion.AI Insertion.AI Public

    AI-powered desktop productivity assistant that autonomously manages job applications, emails, events, and daily schedules while adapting to your workflow

    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. ContextFlow.AI ContextFlow.AI Public

    An intelligent AI research assistant powered by LLMs, RAG, and LangGraph for document understanding, reasoning, and context-aware answers.

    Python 1