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DARSHIT RADADIYA

AI Engineer | Building Real-World AI Solutions 🤖

Agentic AIRAGLLMsVoice AgentsAutomation

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Digital Identity

Who I Am

An AI engineer passionate about building intelligent systems that solve real-world problems at scale.

DR

Darshit Radadiya

AI Engineer

About Me

I'm an AI Engineer and Computer Engineering graduate from LJ University, Ahmedabad. I specialize in building intelligent, scalable AI applications using LangChain, LangGraph, RAG pipelines, and agentic systems.

I focus on backend development, multi-agent orchestration, and large language model integration — turning complex concepts into clean, functional digital products.

With expertise spanning from MLOps infrastructure to voice agent development, I build end-to-end AI solutions that are production-ready, performant, and impactful.

Core Focus
Agentic AI Systems
RAG Architectures
LangChain & LangGraph
Multi-Agent Orchestration
LLM Integration
Backend Development
MLOps & Infrastructure
Voice AI Agents
2+
Years Building AI
10+
Projects Shipped
15+
Tools & Frameworks
5+
Clients Served
What I Build

My Experience

RAG Systems2024 – Present

AI Chatbot Development

Freelance Client Projects

RAG-based conversational AI with retrieval-augmented generation for context-aware, accurate responses grounded in custom business data.

Tech Stack
LangChainLlamaIndexQdrantOpenAIFastAPIPython
Key Capabilities
Custom RAG pipeline design
Vector database integration
Context-aware response generation
Business data grounding
Multi-turn conversation handling
Production deployment
> sys_log: tracking_progress...
> state: optimized
Multi-Agent AI2024 – Present

Agentic AI Systems

Independent Research & Development

Multi-agent orchestration with LangGraph — designing autonomous AI agents that reason, plan, and collaborate to solve complex, multi-step tasks.

Tech Stack
LangGraphLangChainOpenAIPythonFastAPI
Key Capabilities
Multi-agent orchestration
Autonomous reasoning pipelines
Task planning & decomposition
Agent collaboration frameworks
Tool-use integration
State management systems
> sys_log: tracking_progress...
> state: optimized
Backend Engineering2023 – Present

API & Backend Development

Freelance Client Projects

High-performance, production-ready REST APIs built with FastAPI to serve as robust backends for scalable AI applications.

Tech Stack
FastAPIDjangoFlaskPostgreSQLDockerAWS
Key Capabilities
REST API architecture
Microservices design
Database optimization
Authentication & security
Performance benchmarking
CI/CD pipeline integration
> sys_log: tracking_progress...
> state: optimized
Voice AI2025 – Present

AI Voice Agent Development

Independent Research & Development

Intelligent voice-based agents combining real-time speech recognition, LLM reasoning, and natural text-to-speech for seamless automated support.

Tech Stack
PythonDeepgramOpenAIPyAudioFastAPIWebSockets
Key Capabilities
Real-time speech recognition
LLM-powered reasoning
Natural text-to-speech
Low-latency audio pipelines
Streaming audio architecture
Production voice agents
> sys_log: tracking_progress...
> state: optimized
Innovation Archive

Projects

A desktop OS-inspired showcase of intelligent AI systems, RAG architectures, and agentic applications.

NaturalSQL
AI Tool

NaturalSQL

"Convert Natural Language Questions into Accurate SQL Queries"

  • Natural language to SQL translation
  • Schema graph analysis
  • Multi-table join support
PythonLangChainOpenAIPostgreSQL+1
LightGPT
AI Assistant

LightGPT

"Multi-tool AI Assistant — real-time chat, code gen, PDF Q&A, web search & image creation"

  • Groq LLM integration (Llama3-70B)
  • Real-time chat & code generation
  • PDF question answering
PythonGroqLangChainStreamlit+1
SmartWeb Assistant
RAG System

SmartWeb Assistant

"RAG-Powered Web Scraping & Intelligent Q&A — answers questions from any live website"

  • Dynamic web crawling & scraping
  • Qdrant vector database storage
  • LLaMA 3 + LangChain RAG pipeline
PythonQdrantLLaMA 3LangChain+1
VoiceFlow AI
Voice AI

VoiceFlow AI

"Real-time Voice Agent with Sub-500ms Latency"

  • Real-time speech recognition (140ms)
  • LLM reasoning pipeline (180ms)
  • Streaming TTS output (90ms)
PythonDeepgramOpenAIPyAudio+1
Academic Background

Education Journey

Computer Engineering graduate from LJ University, Ahmedabad — focused on building intelligent AI systems and scalable backend architectures.

Higher Education

LJ University, Ahmedabad

B.E. in Computer Engineering2021 – 2025

"The transformation into an AI engineer focused on scalable intelligent systems, agentic AI, and advanced backend engineering."

Key Focus & Expertise
Agentic AI SystemsRAG ArchitecturesLarge Language ModelsBackend DevelopmentMachine LearningDeep LearningData EngineeringMLOps & Infrastructure
Active Involvement
AI ProjectsOpen SourceHackathonsBackend EngineeringResearch
Technical Arsenal

Skill Matrix

A deep stack of AI engineering tools and frameworks, battle-tested across production systems.

Agentic AI & LLMs

7 technologies

Designing autonomous AI agents that reason, plan, and collaborate using cutting-edge frameworks.

LangChainLangGraphLlamaIndexOpenAI APIRAG ArchitecturesMulti-Agent SystemsLlama / Mistral

ML & Deep Learning

6 technologies

Building and training neural networks for NLP, computer vision, and predictive analytics.

PyTorchTensorFlowScikit-LearnHuggingFaceTransformersGPT / BERT

Backend & APIs

6 technologies

Crafting high-performance REST APIs and microservices for production-grade AI applications.

FastAPIDjangoFlaskPythonNode.jsWebSockets

Data & Databases

6 technologies

Managing vector stores, relational databases, and data pipelines for AI-powered systems.

PostgreSQLMongoDBQdrantpgvectorVector DatabasesMySQL

Cloud & MLOps

6 technologies

Deploying and orchestrating ML models at scale with modern cloud infrastructure.

DockerAWS (EC2/Lambda)MLflowApache AirflowAWS SageMakerDVC

Data Engineering

6 technologies

Building scalable ETL pipelines and distributed data processing systems.

Apache SparkPySparkNumPyPandasETL PipelinesApache Kafka
37 technologies across 6 domains
Initialize Connection

Let's Collaborate

Open to AI/ML roles, consulting, and interesting collaborations. Let's build something remarkable together.

Send a Message

I'll reply within 24–48 hours

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