Arpit Agarwal - AI Research Engineer & Patent Inventor

About Arpit Agarwal

Arpit Agarwal is a leading AI Research Engineer and GitHub developer specializing in Agentic AI systems, LLM fine-tuning, and autonomous AI agents. Based in Denver, USA, Arpit transforms complex AI research into scalable production applications.

🛠️ Technology Stack

Agentic AI & Multi-Agent Systems

CrewAI, AutoGPT, LangGraph workflows

LLM Fine-tuning & Optimization

LoRA, QLoRA, PEFT, Unsloth, vLLM

Vector & Graph Databases

ChromaDB, Pinecone, Neo4j, Qdrant, FAISS

🏆 Patents Portfolio

AI-Assisted Adjustment of a 5G Network

US20250081042A1

Revolutionary AI system for optimizing 5G network performance

Impact: Advanced telecommunications infrastructure

AI/ML 5G Networks Network Optimization

Intelligent Synthetic Data Injection

US20250081006A1

Innovative approach to synthetic data generation and injection

Impact: Enhanced AI model training and data privacy

Synthetic Data AI/ML Data Generation

Extreme Validation for Fault Detection

US20250080395A1

Advanced fault detection system with extreme validation methods

Impact: Improved system reliability and error detection

Fault Detection Validation Systems AI/ML

Key Projects

Agentic AI Framework

Advanced multi-agent AI system with autonomous reasoning

Python LangChain Multi-Agent

View Repository

LangGraph Solution Generator

Intelligent solution generation using LangGraph workflows

Python LangGraph Workflows

View Repository

Summarize and Validator

AI-powered content summarization and validation system

Python NLP Validation

View Repository

ML Project V1

Comprehensive machine learning project with end-to-end pipeline

Python Machine Learning MLOps

View Repository

Skeeball Game

Interactive web-based skeeball game with physics simulation

JavaScript HTML5 Canvas Game Dev

Play Game View Repository

Golden Map Game

Adventure treasure hunting game with interactive map exploration

JavaScript HTML5 Adventure

Play Game View Repository

Testing as a Service

Revolutionary approach to testing - not just to validate, but to learn and improve systems continuously

Testing Strategy DevOps Quality Assurance

Read Article

💼 Professional Experience

Jul 2025 - Present

Senior AI Engineer

EchoStar Corporation

Leading AI research initiatives and developing cutting-edge agentic AI systems. Spearheading LLM fine-tuning projects and implementing enterprise RAG solutions.

Developed 50+ autonomous AI agents with multi-agent orchestration
Fine-tuned 100+ LLMs using LoRA/QLoRA techniques
Built enterprise RAG systems handling millions of documents
Pioneered Multi-Context Protocol (MCP) implementations

Apr 2023 - Jul 2025

Data Scientist II

Boost Mobile

Advanced data science and machine learning solutions for telecommunications. Specialized in customer analytics and network optimization.

Developed predictive models for customer behavior analysis
Implemented ML algorithms for network performance optimization
Created data pipelines for real-time analytics
Led cross-functional teams in AI-driven product development

Aug 2021 - Apr 2023

Data Scientist II

DISH Network

Data science and analytics for satellite television and wireless services. Located in Littleton, Colorado, United States.

Built machine learning models for customer retention
Developed recommendation systems for content delivery
Implemented statistical analysis for business intelligence
Collaborated with engineering teams on data infrastructure

Technical Expertise

AI & Machine Learning

Agentic AI Systems (CrewAI, AutoGPT)
LLM Fine-tuning (LoRA, QLoRA, PEFT)
Multi-Context Protocol (MCP)
RAG Systems & Vector Search
Synthetic Data Generation
Small Language Models (SLM)
Computer Vision (OpenCV, YOLO)
Natural Language Processing

Data Engineering & Databases

Vector Databases (ChromaDB, Pinecone, Qdrant)
Graph Databases (Neo4j, ArangoDB)
Time Series (InfluxDB, TimescaleDB)
Big Data (Spark, Kafka, Airflow)
Data Pipelines & ETL
Real-time Analytics

MLOps & Cloud Platforms

MLflow, Kubeflow, DVC
Docker, Kubernetes
AWS (SageMaker, Bedrock, Lambda)
GCP (Vertex AI, BigQuery)
Model Deployment & Monitoring
CI/CD for ML Pipelines

Programming & Frameworks

Python (PyTorch, TensorFlow, Transformers)
LangChain, LlamaIndex, Haystack
FastAPI, Streamlit, Gradio
JavaScript, React, Node.js
SQL, NoSQL, GraphQL
Git, Linux, Shell Scripting

Research & Innovation

Patent Development & Filing
AI Research & Publications
Experimental Design
Statistical Analysis
A/B Testing & Validation
Technical Writing

📊 GitHub Analytics

Awards & Recognition

📜

Patent Holder

AI Agent Orchestration Systems

📈

Research Publications

Top-tier AI conferences

🥇

EchoStar Innovation Award 2024

Outstanding AI Research

🌟

GitHub Arctic Code Vault

Contributor

🏆

Top Performer Q3 2024

EchoStar AI Division

💼 Professional Services

Agentic AI Development

Custom autonomous AI agents and multi-agent systems

LLM Fine-tuning Services

Domain-specific model customization with LoRA/QLoRA

Enterprise RAG Solutions

Advanced retrieval systems with vector databases

MCP Implementation

Multi-context protocol for complex AI workflows

Get in Touch

Let's collaborate on innovative AI solutions and breakthrough technologies.

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