Tech Stack

Comprehensive toolkit for building production-ready AI systems - from speech to agents

Agent Orchestration

LangGraphCrewAIAutoGenMulti-Agent SystemsAgent Workflow OrchestrationTool CallingFunction CallingShort-Term MemoryLong-Term MemoryVector Memory SystemsMemory ArchitecturesContext ManagementSession PersistenceStateful AI SystemsAutonomous AI AgentsTask Planning SystemsAI Routing PipelinesMulti-Step ReasoningReal-Time AI SystemsStreaming AI PipelinesHuman-in-the-Loop SystemsRAG Agent PipelinesContext-Aware AI SystemsDistributed Agent Systems

Deep Learning

PyTorchTensorFlowJAXTransformersHugging FacePyTorch LightningDeepSpeedTensorRTONNX RuntimeHugging Face AcceleratePEFT/LoRA/QLoRADistributed TrainingQuantizationFine-Tuning Pipelines

Speech & Audio

WhisperXTTSVITSTacotron2HuBERTwav2vec 2.0FastSpeech2WaveGlowSpeechBrainESPnetCoqui TTSMFASpeaker DiarizationVoice ConversionProsody ModelingAudio Signal ProcessingMFCC/Mel SpectrogramsReal-Time Streaming Speech

LLM & Generative AI

LangChainLlamaIndexLLaMA-3GPT-4RAGAgentic AIClaudeGeminiOllamaFine-Tuning LLMsPrompt EngineeringTool CallingFunction CallingLangGraphCrewAIAutoGenVLLMGroq APIMulti-Agent SystemsMemory Architectures

Languages & Core

PythonTypeScriptJavaScriptSQLNext.js

Vector Databases & Retrieval

FAISSPineconeChromaDBWeaviateElasticsearch

Deployment & Inference

VLLMTensorRTONNX RuntimeQuantizationLoRAQLoRA

Web & API

Next.jsReactFastAPIWebSocketsRESTGraphQLtRPCTailwind CSSExpress.jsServer-Sent Events (SSE)gRPCAuthentication SystemsPostgreSQLRedis

Version Control & Deployment

GitGitHubVercelCI/CDDockerRailwayDeployment Pipelines

Cloud & MLOps

AWSFirebaseKubernetesGPU OptimizationHugging Face HubMLflowWeights & BiasesVertex AISageMakerModel Monitoring

Data Science

NumPyPandasScikit-learnMatplotlibSeabornPlotlyStatsmodelsSciPyOpenCVPolarsFeature EngineeringExperiment TrackingStatistical Modeling

AI Infrastructure

Real-Time AI SystemsLLM DeploymentVoice IntelligenceRetrieval SystemsEfficient LLM DeploymentCost ReductionFaster InferenceLarge-Scale Training

Currently Exploring

LLM Inference OptimizationAgent Memory SystemsLangGraphCrewAIRAG PipelinesVector DatabasesRealtime Voice AIPrompt EngineeringTool CallingOpen-Source LLMsVLMsLoRA Fine-TuningMultimodal AIAI Workflow AutomationDistributed AI SystemsModel QuantizationSpeech-to-Speech SystemsFunction Calling Agents