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VK-Ant/README.md

Venkatkumar Rajan (VK-Ant)

Computer Vision, Spatial Intelligence & Retrieval System Engineer | Open Source Builder

AI Engineer and Kaggle Master building production-ready AI systems that transform complex data into real-world applications.

Over the past 4+ years, I have designed and deployed AI solutions across healthcare, manufacturing, and finance, with expertise in computer vision, spatial intelligence, retrieval systems, and generative AI.

Ant Intelligence Ecosystem

Open-source Python libraries: pluggable, production-ready AI building blocks.

AIE Documentation: https://vk-ant.github.io/ant-intelligence-ecosystem

LibraryWhat it doesTagline
llmevalkitLLM evaluation & scoringEvaluate. Score. Improve.
adaptive-intelligenceAdaptive RAG orchestrationLearn. Remember. Adapt.
SightRAGVisual perception & retrievalSee. Search. Retrieve.
sonarwiseAudio perception & retrievalHear. Search. Retrieve.
docqwiseDocument intelligence & retrievalRead. Extract. Retrieve.
wavqwiseTime-series forecasting & anomaly detectionSense. Forecast. Alert.
antguardAI data privacy & system profilingGuard. Detect. Protect.

Credentials

  • Kaggle Master: 100+ competitions

  • Published in IEEE and arXiv

  • M.Tech in Artificial Intelligence, BITS Pilani

  • Certified: Google TensorFlow, NVIDIA Jetson AI, Microsoft Azure AI, Reinforcement Learning (University of Alberta)

Connect

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  1. llmevalkit llmevalkit Public

    A production-ready LLM evaluation framework with 15 metrics, combining offline (math-based) scoring and LLM-as-judge evaluation.

    Jupyter Notebook 3 1

  2. adaptive-intelligence adaptive-intelligence Public

    Self-learning retrieval orchestration library with Reinforcement Learning and Graph Neural Networks. Works with any LLM, any vector DB, any data source. Zero configuration.

    Jupyter Notebook 4

  3. sightrag sightrag Public

    SightRAG: Image and Video RAG. See. Search. Retrieve.

    Jupyter Notebook 4 2

  4. sonarwise sonarwise Public

    Pluggable audio perception engine - Index any audio - Know who said what - Detect events - Listen live - Hear, Search, Retrieve.

    Python 4 1

  5. docqwise docqwise Public

    Read, Extract, Retrieve: Pluggable document intelligence engine for structured and unstructured data. Extract text, tables, fields, forms, entities from any document format. Local-first, self-impro…

    Python 2

  6. wavqwise wavqwise Public

    Pluggable temporal intelligence - 33+ models, one import - Forecasting, anomaly detection, EEG signals, trading - Auto GPU/ONNX/TensorRT - Sense, Forecast, Alert.

    Python 1