class AgenticAIEngineer:
    def __init__(self):
        self.name = "Akash Shanmuganathan"
        self.role = "Senior Agentic AI Engineer"
        self.experience = "4+ years"
        self.location = "Fort Mill, SC → Open to Relocation"
        
    @property
    def core_capabilities(self):
        return {
            "autonomous_systems": ["Multi-Agent Orchestration", "Voice AI", "Tool Integration"],
            "llm_expertise": ["Gemini 2.0", "Claude 3.x", "Llama", "Mistral"],
            "production_impact": ["99% intent accuracy", "75% latency reduction", "98% faster analytics"],
            "specialization": "Building AI that thinks, decides, and executes autonomously"
        }
    
    def current_mission(self):
        return "Architecting production agentic systems at Onedata (AWS Advanced Partner)"

>> CLEARANCE LEVEL: AWS Certified Data Engineer | 500K+ daily records processed | 99.7% SLA

STATUS: ████████████░░░░░░░░ 60% COMPLETE

Voice-first banking agent that executes transactions, detects fraud, and solves issues autonomously

• 🎙️ Real-time voice interface with <200ms latency (Full-duplex, barge-in capable)
• 🧠 Gemini 2.0 Flash + Model Context Protocol (MCP) for tool orchestration
• 💳 7 autonomous banking functions: Balance checks, transfers, fraud detection, cashflow prediction
• ⚡ 99.8% transaction success rate | 8% escalation vs industry 80%

TECH: FastAPI WebSocket Vertex AI BigQuery React Web Speech API

STATUS: ████████████████████ 100% LIVE

Interactive AI-powered resume with JARVIS-inspired voice assistant - Not just a website

• 🗣️ Ask questions about my experience using voice (Web Speech API + Gemini)
• 🎮 Cyberpunk 2077 aesthetic with 3D environments (Three.js warp tunnels)
• 🧠 Context-aware AI that knows my entire professional history
• ⚡ 5,000+ visitors | 3.5min avg session vs industry 30sec

TECH: React 18 Three.js Gemini Pro Framer Motion TailwindCSS Express.js

→ VISIT LIVE INTERFACE

STATUS: ████████░░░░░░░░░░░░ 40% COMPLETE

3-agent system that profiles, monitors, and auto-fixes data quality issues 24/7

• 🤖 Profiler → Quality → Remediation agents with LLM reasoning
• ⚡ 2,500 rows/sec | 5x faster than Pandas | 84% memory reduction
• 🎯 98% quality score achieved autonomously from 73% baseline
• 🔧 Handles 23+ issue types with zero human intervention

TECH: Python LLMs DuckDB Polars Prefect Streamlit Great Expectations

STATUS: ████████████████████ 100% PRODUCTION-READY

5-agent recruitment system using semantic search and LLM analysis - Understands context, not keywords

• 🧠 Deep semantic matching with vector embeddings (Qdrant)
• 🔍 94% correlation with human reviewers | Privacy-first local LLMs
• ⚡ 20-30s per candidate | Batch processing 50+ candidates/min
• 🎯 Specialized for Agentic AI and LLM engineering roles

TECH: FastAPI LangChain Ollama Qdrant Llama 3.1 Mistral Docker

STATUS: ████████████████████ 100% INDEXED

Chat with your codebase using natural language - RAG-powered semantic code search

• 💬 Natural language queries: "Show me all database connection logic"
• 🔍 99% recall accuracy | <1s response time for 100K+ docs
• 🧠 LLM explains code in business terms with context retention
• 🌐 Multi-language support: Python, JavaScript, Java, C++, Go, Rust

TECH: LangChain Mistral AI CodeLlama ChromaDB FAISS Streamlit Ollama

Agentic AI Engineer | Sep 2025 – Present | Fort Mill, SC

+ Built 4-agent platform with MCP → 75% latency reduction (8s → 2s)
+ Voice analytics with Amazon Nova Sonic → <300ms latency, 50+ concurrent sessions
+ Data lake processing 500K+ daily records → 99.7% SLA
+ Semantic search system → 99% recall, 94% response accuracy
+ NLP dashboard generation → 98% performance improvement (15min → 30s)

Data Engineer | Jan 2021 – Jul 2023 | Chennai, India

+ Migrated 200 SQL workloads to AWS → 30% cost reduction
+ Real-time streaming pipeline → 10M records/day with Kafka + Spark
+ Query optimization → 45% performance improvement
+ Automated validation → 60% incident reduction

Education:
  M.S. Engineering Management: 
    - Northeastern University (2023-2025)
    - GPA: 3.75/4.0
    - Focus: Data-Driven Decision Making & AI Strategy
  
  B.E. Electrical & Electronics:
    - Anna University (2017-2021)
    - Specialization: Signal Processing

Certifications:
  - AWS Certified Data Engineer – Associate ✅
  - AWS Generative AI Developer – Professional 🔄 (In Progress)
  - AWS Advanced Partner Organization ⭐

⭐ STAR MY REPOS IF YOU FIND THEM USEFUL ⭐

Last System Update: November 2025