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SriRamkunamsetty/README.md

Mohan Sriram Kunamsetty

AI Systems Engineer • Autonomous Multi-Agent Systems • Cyber Threat Intelligence • Edge AI

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IEEE-SoC Rank 1 PromptWars Top 100 100+ Merged PRs Public Repos


👑 Headline Achievements

Important

🥇 National Top Contributor Award (Rank 1 Nationwide) — IEEE Summer of Code 2026 (IEEE-SoC'26)
Ranked #1 out of all contributors across India by IEEE Graphic Era Hill University Student Branch & CSE Department. Authored high-impact codebase contributions, production features, and system integrations tracked real-time by the automated IEEE-SoC governance engine.

Tip

🌐 Top 100 Worldwide (Global Finalist) — Google PromptWars
Selected in the Top 100 Globally out of 50,000+ developer participants worldwide in Google's premier competitive prompting and generative AI challenge. Demonstrated elite LLM behavioral steering, multimodal reasoning, and structured output orchestration.


🚀 Technical Pillars & Core Focus

  • 🤖 Autonomous Multi-Agent Architectures: Architecting cooperative agent swarms, ReAct cognitive execution loops, human-in-the-loop approvals, and deterministic guardrails using Google ADK, LangGraph, and Gemini 3.8/1.5.
  • 🛡️ Cybersecurity AI & Threat Intelligence: Designing automated Android APK reverse-engineering pipelines (RAKSHAK v6), PyTorch Graph Neural Network (GNN) attack kill-chain graphs, and real-time BFSI fraud & mule interception engines (Vigil).
  • 📱 Edge & On-Device AI: Running local, offline LLMs (Gemma on-device) paired with deterministic first-aid protocols, sensor fusion, and fluid user interfaces in Android Jetpack Compose and Flutter.
  • ⚡ High-Performance Infrastructure & Kernels: Writing and profiling GPU kernels on AMD Instinct GPUs (MI300X) with ROCm/HIP, Triton, vLLM serving, and low-latency in-memory data structures with Redis.
  • 🌐 Full-Stack Enterprise Systems: Building scalable, asynchronous microservices and web clients using FastAPI, Next.js 15, Docker, PostgreSQL, and Google Cloud Platform (Cloud Run, BigQuery).

🌟 Featured Projects

Project Highlights & Problem Solved Core Architecture & Tech
🛡️ Vigil BFSI Real-Time Scam & Mule-Network Interception: Stops financial fraud before money settles. Employs acoustic urgency analysis, transaction graphs, and agentic step-up friction. Google ADK, Gemini, NetworkX Graph AI, FastAPI, Cloud Run
🔍 RAKSHAK v6 Defense-Grade APK Threat Intelligence: Reverse-engineers Android APKs through a 5-agent SOC pipeline, PyTorch GCN threat graphs, and embedded MITRE ATT&CK RAG reasoning. Python, PyTorch GNN, Androguard, FastAPI, Docker
🏭 ShopFloor-Saathi Multilingual Multi-Agent Factory Copilot: Voice-first operations copilot converting machine acoustic/symptom reports into evidence-backed work orders for plant supervisors. Google ADK, Gemini, Cloud Run, WebSocket
🎯 VulnReason Adversary Emulation & Exploit Reasoning: Evidence-driven vulnerability triage platform that reconstructs attack paths and benchmarks AI exploit reasoning capabilities. Python, MITRE ATT&CK, NetworkX, LangGraph
🌿 Vana Care Offline Survival & Field Health Companion: On-device emergency triage running local Gemma models on-phone with zero network dependency and deterministic medical logic. Flutter, On-device Gemma, Sensor Fusion, SQLite
🧑‍💻 CodeReviewer-Google Autonomous Multi-Agent Code Review: Collaborative multi-persona reviewer swarm (Security, Performance, Architecture, Style) providing automated GitHub PR analysis. LangGraph, Next.js, FastAPI, Supabase

🛠️ Tech Stack & Tooling

Category Technologies
AI, LLM & Multi-Agent Google ADK, LangGraph, ReAct Loops, Gemini 3.8 / 1.5, Gemma (On-Device), Sarvam AI (Indic), RAG (BM25, HNSW), PyTorch GNN
Cybersecurity & Forensics Static/Dynamic APK Analysis (Androguard), MITRE ATT&CK Mapping, NetworkX Attack Graphs, Digital Forensics, OWASP LLM Top 10
Languages Python, TypeScript, Kotlin, Dart, JavaScript, SQL, C/C++
Mobile & Frontend Android Jetpack Compose, Flutter, Riverpod, React 19, Next.js 15, Tailwind CSS, shadcn/ui
Backend, Cloud & Storage FastAPI, Express.js, Redis (In-Memory/Streams), Google Cloud Run, Cloud SQL, BigQuery, Docker, Supabase, PostgreSQL
GPU & Acceleration AMD ROCm, HIP Kernel Programming, Triton, vLLM, MI300X, RDNA Architecture

📜 Verified Certifications & Credentials

Click to expand verified industry certifications
Domain / Issuer Credential Title Credential ID / Verification Validity / Status
IEEE National Top Contributor Award (Rank 1) IEEE Summer of Code 2026 National Standing
Google Global Finalist (Top 100 Worldwide) Google PromptWars (50K+ Devs) Global Standing
Oracle Agentic AI Certified Foundations Associate 329892241AAI26OFA Valid through July 2028
Oracle Oracle AI Database Certified Foundations Associate 329892241OCI26DCFA Valid through August 2028
Oracle OCI AI Certified Foundations Associate 329892241OCI26AICFA Valid through August 2028
Oracle OCI Certified Foundations Associate 329892241OCI26FNDCFA Valid through August 2028
Red Team Leaders Certified LLM Security Professional (CLLMSP) 520a671689e1c4aa Active Credential
Redis University Redis Associate Developer 193271417 Verified
DataCamp AI Engineer for Developers Associate AIEDA0012771141972 Career Certification
DataCamp AI Engineer for Data Scientists Associate AEDS0010873878066 Career Certification
Google for Education Gemini Certified Faculty 3-Year Higher-Ed Qualification Valid through August 2029
Google for Education Gemini Certified Student — University 3-Year University Qualification Valid through August 2029
Google for Education Gemini Certified Educator 3-Year Educator Qualification Valid through August 2029
Google Cloud Gen AI Academy APAC 2026 – Cohort 2 2026H2S07GCGENAIAPACC2-P01144 Verified
Google & Coursera Google AI Essentials (5-Course Specialization) 1X874CD8WVOP / Credly Professional Certificate
Google & Coursera Google Prompting Essentials (4-Course Specialization) X28G7YTOK1XH / Credly Professional Certificate
NASSCOM / NCVET SOAR - AI for Educators 2024053010871710-064946 NSQF Level 6
HCL / NCVET SOAR - AI to Aspire 2024053010871710-095810 NSQF Level 4
HCL / NCVET SOAR - AI to be Aware 2024053010871710-102139 NSQF Level 2
GitHub / LinkedIn Career Essentials in GitHub Professional Certificate a250e6dbd111f69a... Professional Credential

🤝 Open-Source Leadership (100+ Merged PRs)

Authored production feature implementations, security hardening patches, and test frameworks across upstream repositories:

  • Drive-Legal: 30+ Merged PRs (Traffic compliance logic, localized rules engine for 28 Indian states)
  • Fintra-AI: 24+ Merged PRs (Predictive savings models, financial intelligence APIs)
  • AutoMaintainer: 14+ Merged PRs (Autonomous agent sandboxing, reliability guardrails)
  • AgentsScope: 10+ Merged PRs (Agent telemetry, observability dashboards)
  • ResearchForge: 7+ Merged PRs (Semantic research graphs, citation reasoning)

📬 Let's Connect & Collaborate

Whether you're exploring autonomous agent architectures, AI-driven cyber defense, or production edge AI applications:

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"Engineering resilient, deterministic AI systems that operate reliably in the real world."

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