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  • Swedbank AB
  • Stockholm, Sweden
  • 23:37 (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

🎬 Banker's Wrapped

Backblaze Generative Media Hackathon 2026

WIP Solo entry

CI Coverage Release License: MIT Watch Video

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 Semantic Kernel Plaid

React Next.js Node.js Vercel

Python FastAPI Railway

Live Demo Jupyter Demo

🧠 Continuum

CockroachDB × AWS Hackathon 2026

WIP Solo entry

CI Coverage Release License: MIT Watch Video

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 Amazon Bedrock AWS Lambda MCP

Gradio

Python 3.14 FastAPI

Live Demo

🛡️ ARGUS

Microsoft Agents League @ AI Skills Fest 2026

Hack for Good Winner Shipped Solo entry

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 Azure AI Search Cosmos DB Semantic Kernel A2A RAG MCP

Gradio

Python 3.11

📂 All Projects

Project Description Stack Status
Banker's Wrapped 🎬 AI-Powered Financial Storytelling — agentic pipeline that turns transaction CSVs into personalized 60s recap videos via NVIDIA NIM, Genblaze, and Backblaze B2 Python FastAPI Semantic Kernel NVIDIA NIM Genblaze Next.js 🚧 Hackathon WIP
Continuum 🧠 Agentic incident-response memory that survives the agent being killed mid-incident — execution state persists in CockroachDB for cold-start recovery Python FastAPI CockroachDB Amazon Bedrock AWS Lambda MCP 🚧 Hackathon WIP
ARGUS 🛡️ Agentic Risk & Governance Unified Screening — Multi-agent compliance intelligence platform with transparent, auditable, evidence-backed decision making Azure AI Foundry A2A RAG Semantic Kernel 🏆 Hack for Good Winner
pythonic-algorithms-lab ⚡ CPU/GPU algorithm implementations (sorting, graphs, DP, data structures) with benchmarking infrastructure & Dash dashboard Python CUDA Dash NumPy ✅ 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 Next.js

Agentic AI & LLM

Azure AI Foundry Semantic Kernel RAG A2A 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 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