Kshitij.ai
My Interactive AI Portfolio

Kshitij Tapale
AI Engineer

Building production AI systems: RAG pipelines, multi-agent orchestration, LLM validation layers, and ML inference engines.
Don't just read about it. Try it.

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Production Impact

Real metrics from real systems

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RAG Accuracy
Production RAG system with source citations
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ML Detection
URL threat classification accuracy
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Latency Reduced
API response time improvement
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Doc Ingestion
Document extraction success rate
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Hours Saved
Quarterly automation impact
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Query Response
Hybrid RAG system response time

Interactive AI Demos

Real systems you can use — not screenshots. Each demo is powered by actual AI models and infrastructure.

93%+ accuracy

RAG System

Semantic search with source citations, confidence scoring, and hybrid retrieval across vector + SQL databases.

Claude APIQdrantEmbeddings
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900+ records

Multi-Agent Orchestration

Task decomposition, agent routing, and collaborative reasoning with real-time visualization of agent communication.

LLMOrchestrationAgents
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3-level validation

LLM Validation Layer

Confidence scoring, hallucination detection, and multi-model comparison to ensure AI output reliability.

SafetyGovernanceFallback
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97.8% accuracy

URL Threat Detection

ML classification system using feature engineering and gradient-boosted models for phishing and malware detection.

XGBoostFeature EngineeringSecurity
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99%+ extraction

Document Pipeline

End-to-end document processing: ingestion, OCR, parsing, chunking, embedding, and vector storage with pipeline visualization.

OCRChunkingPipeline
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Interactive

AI Playground

Experiment with prompt engineering, RAG queries, embedding exploration, and LLM reasoning in an interactive sandbox.

PromptsEmbeddingsLLM
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Technical Expertise

Technologies I use to build production AI systems

AI & ML

LLMsRAG SystemsMulti-Agent OrchestrationVector DatabasesNLPLangChainHugging FaceEmbeddingsFine-TuningConfidence ScoringHallucination Detection

Engineering

PythonFastAPIDjangoFlaskTypeScriptReactNext.jsNode.jsREST APIsGraphQLWebSockets

Data & Storage

PostgreSQLRedisPineconeChromaDBQdrantPandasPySparkETL PipelinesSQLAlchemy

Cloud & DevOps

AWSGCPDockerKubernetesCI/CDGitHub ActionsVercelRailway

Get in Touch

Interested in working together or have a project in mind? I'd love to hear from you.

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