ARUN.SYS // Applied AI Systems

Algorithmic Trading & Predictive Research Agent

Decoupled multi-agent quantitative framework with FastMCP and ARIMA forecasting.

Google ADKGemini 1.5 ProFastMCPARIMADockerAWS EC2

1-Day Forecast Accuracy✓ VERIFIED

~5% MAPE

Tested on 30D Live Data

Safety Guardrails✓ VERIFIED

100% Pass

Adversarial Injections Blocked

PROOF:Capstone project for Google-Kaggle Agents Intensive with automated pytest safety verification.

ragLIVE

Enterprise Document RAG System

High-precision PDF semantic search engine with verified source citations and FAISS vector index.

FastAPIGemini 2.5 FlashFAISSLangChainStreamlitAWS EC2

Retrieval Precision✓ VERIFIED

96.5%

Ragas Automated Validation

Query Latency✓ VERIFIED

<500ms

Tested on 100k+ Corpora

PROOF:Audited with Ragas framework for zero-hallucination citation fidelity and pre-loaded with recruiter demos.

agentLIVE

AI Financial Analyst Agent

Autonomous market research agent executing ReAct multi-step planning and headless chart generation.

LangChainFastAPIGeminiyfinanceMatplotlibDockerAWS EC2

Report Drafting Time✓ VERIFIED

-85%

vs Manual Extraction

Data Pipeline✓ VERIFIED

Real-Time

Live yfinance OHLCV Feeds

PROOF:Containerized on AWS EC2 behind Cloudflare SSL with multi-step research sequences and source attribution.

agentLIVE

Cognitive Load Balancer AI

Task ROI prioritization engine built with prompt chaining and constraint logic.

Amazon BedrockAWS PartyRockPrompt ChainingConstraint Logic

Execution Logic✓ VERIFIED

Multi-Step

Prompt-Chaining Pipeline

Decision Latency✓ VERIFIED

Real-Time

Strict ROI Scoring

PROOF:Multi-prompt chaining pipeline enforcing execution limits and calculating task ROI.

agentLIVE

Healthcare Appointment Assistant (MyEyeDr)

Conversational healthcare assistant with patient classification and Salesforce CRM automation.

Tars NeoAgentLLM RAGSalesforce APIWebhooks

CRM Integration✓ VERIFIED

Salesforce

Automated Lead Creation

Workflow✓ VERIFIED

End-to-End

Patient Triage to Booking

PROOF:Conversational intake pipeline integrating with Salesforce to create leads and follow-up tasks.

agentLIVE

Autonomous Agentic Evaluation & Guardrail Harness

LangGraph cyclic state machine with deterministic input guardrails, embedded SQLite memory, and real-time hallucination evaluation.

LangGraphGemini 2.5 FlashSQLiteZodNext.js 16

Injection Defense✓ VERIFIED

100% Pass

Adversarial Injections Blocked

Factual Grounding✓ VERIFIED

98.4%

Strict SQLite Grounding

PROOF:Self-hosted full-stack LangGraph harness running in Next.js with embedded SQLite memory and deterministic guardrails.