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  • Swedbank AB
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  • 20:04 (UTC +02:00)
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iarjunganesh/README.md

Typing SVG

NVIDIA Certified Professional: Agentic AI (NCP-AAI)

Hack for Good Winner

🧠 About Me

Senior engineer with 13+ years building distributed systems, cloud-native platforms, and enterprise software across banking, media, and regulated environments.

My background spans backend engineering, platform modernization, cloud-native architecture, and large-scale operational systems. Today, I focus on applying Agentic AI and AI governance patterns to real-world enterprise workflows where explainability, auditability, and operational reliability matter.

🏦 Software Engineer @ Swedbank
🤖 Exploring Agentic AI, Azure AI Foundry, Foundry IQ, A2A and MCP
🏗️ Passionate about Distributed Systems, Platform Engineering and AI Governance

🚀 Featured Builds

🔎 DRIFT

Release intelligence for GPU & AI infrastructure

Hackathon OpenAI Build Week · Devpost

Entry Solo Status: Hackathon WIP Submission Pending

CI Coverage Release License: MIT Watch Video (placeholder)

Release intelligence for GPU and AI-infrastructure teams — cited, bounded, and inspectable briefing for engineers.

Agent Pattern GPT-5.6 Luna GPT-5.6 Terra GPT-5.6 Sol Pydantic structlog

Next.js React TypeScript Node.js Vercel Hobby

Python FastAPI Ruff pytest Railway Hobby

PostgreSQL pgvector

Vercel live frontend Railway live API

🎬 Banker's Wrapped

AI-powered financial storytelling

Hackathon Backblaze Generative Media · Devpost

Entry Solo Status: Hackathon WIP Submission Pending

CI Coverage Release License: MIT Watch Video (placeholder)

Spotify Wrapped — but for your bank account. An agentic pipeline that turns a transaction CSV into a personalized 60-second narrated recap video.

Backblaze B2 Genblaze GMI Cloud NVIDIA NIM OpenAI FFmpeg Pydantic Plaid

Next.js React TypeScript Node.js Vercel Hobby

Python FastAPI Ruff pytest Railway Hobby

Vercel live frontend Railway live API

🧠 Continuum

Durable incident memory for cold-started agents

Hackathon CockroachDB AI · Devpost

Entry Solo Status: Hackathon WIP Submission Pending

CI Coverage Release License: MIT Watch Video (placeholder)

Agentic incident-response memory that survives the agent being killed mid-incident — execution state persists in CockroachDB, not process memory, so a cold-started agent resumes from the exact interrupted step.

CockroachDB CockroachDB MCP

Amazon Bedrock AWS Lambda

Python FastAPI Ruff pytest Gradio

HuggingFace Space live backend

🛡️ ARGUS

Agents League Hackathon AISF Regulations

Solo entry Shipped Submission Completed

Winner Hack For Good (1 of 3)

Tests Coverage Release License: MIT Demo

Multi-agent compliance intelligence platform on Azure AI Foundry — KYC, AML, and risk investigation through transparent, evidence-backed, auditable decisions.

Azure AI Foundry Azure OpenAI GPT-4o Foundry IQ Semantic Kernel A2A

Azure AI Search Cosmos DB RAG MCP Gradio

Python 3.11

📂 All Projects

Project Description Status
DRIFT 🔎 Release intelligence for GPU & AI infrastructure — cited, bounded, inspectable briefing for engineers 🚧 Hackathon WIP
Banker's Wrapped 🎬 AI-Powered Financial Storytelling — agentic pipeline that turns transaction CSVs into personalized 60s recap videos via Genblaze and Backblaze B2 🚧 Hackathon WIP
Continuum 🧠 Agentic incident-response memory that survives the agent being killed mid-incident — execution state persists in CockroachDB for cold-start recovery 🚧 Hackathon WIP
ARGUS 🛡️ Agentic Risk & Governance Unified Screening — Multi-agent compliance intelligence platform with transparent, auditable, evidence-backed decision making 🏆 Hack for Good Winner
pythonic-algorithms-lab ⚡ CPU/GPU algorithm implementations (sorting, graphs, DP, data structures) with benchmarking infrastructure & Dash dashboard ✅ Active

🤖 What I Work On

🧩 Agentic AI & Enterprise Intelligence

Designing AI systems using Azure AI Foundry, Foundry IQ, multi-agent orchestration, Agent-to-Agent (A2A) communication, RAG with hybrid search, document intelligence, and reasoning-driven workflows — focused on building AI that is explainable, grounded, and production-ready.

🏗️ Distributed Systems & Backend Architecture

13+ years building scalable platforms with Java (Spring Boot, Quarkus) and Python (FastAPI), cloud-native architectures, microservices, NoSQL databases, event-driven systems, and hybrid cloud across AWS, Azure, and OpenShift.

⚙️ AI Infrastructure, Performance & Compute

Exploring the infrastructure layer behind modern AI — GPU computing, NVIDIA CUDA, model serving, vector search, observability, and performance engineering.

📡 Reliability, Observability & Platform Engineering

Designing resilient systems with Azure Functions, Service Bus, OpenTelemetry, Application Insights, KQL, and operational telemetry pipelines that support enterprise-grade reliability and governance.

🎯 Current Focus

🤖 Agentic AI

  • Multi-Agent Architectures
  • Azure AI Foundry
  • Foundry IQ
  • MCP
  • A2A Communication

🏦 Enterprise AI

  • Compliance Intelligence
  • KYC & AML Workflows
  • AI Governance
  • Auditability
  • Human Oversight

⚙️ Engineering

  • Distributed Systems
  • Platform Engineering
  • Cloud Native Architecture
  • Observability
  • Reliability Engineering

🛠️ Tech Stack

Languages & Frameworks

Java Python Spring Boot Quarkus FastAPI React TypeScript Next.js Gradio

Agentic AI & LLM

Azure AI Foundry Semantic Kernel RAG A2A MCP NVIDIA NIM Genblaze Amazon Bedrock

Cloud & Infrastructure

Azure AWS AWS Lambda OpenShift Azure Functions Service Bus Backblaze B2 CockroachDB Railway Vercel

Observability, AI Infra & Data

OpenTelemetry Application Insights KQL NVIDIA CUDA PostgreSQL pgvector Vector Search NoSQL Event Driven

💼 Career Journey


2025 – Present		   Software Engineer
Anti-financial crime · Secure banking systems · AML platforms
2021 – 2025   Senior Java Developer
Media & metadata systems · Content Engineering · Streaming platforms
Mar–Sep 2021   Software Developer
2012 – 2021
8 yrs 6 mos		   Multiple Roles · India & Australia

📊 GitHub Stats

 

📜 Certifications

10+ Professional Certifications including:

🤝 Let's Connect

 

Building trustworthy AI systems that explain their reasoning, leave an audit trail, and actually work in production.
If that's the kind of problem you're working on — I'd love to talk.

Pinned Loading

  1. argus argus Public

    ARGUS — Agentic Risk & Governance Unified Screening | Multi-agent KYC system powered by Azure AI Foundry + Foundry IQ | Microsoft Agents League Hackathon 2026 — Reasoning Agents track

    Python

  2. q1729 q1729 Public

    Ramanujan's mathematics meets the NVIDIA stack: CUDA-Q/cuQuantum quantum simulation + NIM/Nemotron analysis, consumer RTX to cloud H100

    Python

  3. continuum continuum Public

    Agentic incident-response memory that survives the agent being killed mid-incident — CockroachDB × AWS Hackathon 2026

    Python

  4. bankers-wrapped bankers-wrapped Public

    Banker's Wrapped — AI-Powered Financial Storytelling Platform | Backblaze Generative Media Hackathon 2026

    Python

  5. pythonic-algorithms-lab pythonic-algorithms-lab Public

    Algorithm implementations with CPU vs GPU benchmarking, empirical Big-O profiling, and an interactive Dash dashboard. CuPy + Numba CUDA kernels with CPU fallbacks.

    Python

  6. llm-qlab llm-qlab Public

    Python