Hackathon · Tonik Bank · with Pranesh Raja Mohan & Yugander
Tonik Autonomous Engineering Governance Platform (TAEGP)
An AI-driven multi-agent control plane for DevSecOps, production support, and cloud
optimization across Tonik’s AWS (EKS, ECS, RDS, VPC) + GCP (GKE) estate. A
Master Orchestrator agent correlates signals from GitHub, Datadog, APIwiz, and
CloudWatch and dispatches work to twelve specialized agents —
Production Support, Infra ChatOps, Scheduler Optimizer, DB Schema Risk, Log
Intelligence, Deployment Guardian (hackathon scope) plus DevSecOps, QA Intelligence,
APM, Network, FinOps, and RCA Generator (future scope). Built on LangGraph, FastAPI,
PostgreSQL, Redis, Neo4j, React, Ollama — fully open-source.
Projected impact: 60% MTTR reduction · 70% validation efficiency · 40% fewer batch conflicts
Tonik Bank · with Aditiya Kadambari
Plumbers Dashboard — DevSecOps Visibility & Release Governance
The foundation TAEGP is built on. A centralized DevSecOps dashboard that aggregates
CI/CD signals across Feature → Dev → Integration → Release → Production into
a single source of truth. Adds a Release Readiness Score per build, enforces
“build once, promote everywhere” artifact governance, and surfaces
vulnerability lifecycle from Semgrep, SonarQube, and DefectDojo. Five-phase rollout
culminating in AI-assisted deployment decisions and self-healing pipelines.
M.Tech AI · SRM University · SDG 2
CropSense AI — Crop Prediction & Farmer Advisory
AI-driven crop prediction and farmer advisory system integrating government
land patta records (DILRMP) with Sentinel-2 satellite imagery,
historical APMC prices, and IMD weather data. Farmers declare crops via a Flutter app
or USSD (*99#); a CNN-LSTM yield predictor, XGBoost + Prophet demand forecaster, and
Neo4j knowledge-graph advisor surface district-level supply forecasts 90 days before
harvest. Targets Tamil Nadu / Maharashtra / UP pilot scaling to 10M farmers.
Modelled impact: 62% fewer price-crash events · 50% less post-harvest waste · +32% marginal farmer income
2026 · Authorized Security Audit
Plumbers Dashboard Security Audit (v2)
Authorized end-to-end security review of plumbers.tonikbank.com —
the internal DevOps control plane fronting AWS account 988984599015. Identified and
live-verified critical findings (SSM SecureString leakage, stored XSS via docx →
mammoth ingestion, open-redirect on SSO callback, audit-trail attribution collapse to
agent@system.local) and delivered a sprint-based remediation plan.
Platform · Tonik Bank
End-to-End MLOps Pipeline
Production Kubeflow workflow at Tonik covering training, evaluation, registry, and
deployment. Scalable FastAPI inference services on GKE serve real-time customer
scoring and risk predictions; KubeRay distributed training cut training time 30%.
Platform · Tonik Bank
DevSecOps Automation Framework
Reference CI/CD pipeline integrating Semgrep, Talisman, SonarQube, MegaLinter, and
DefectDojo on every commit. SAST + DAST run automatically; findings flow into a
DefectDojo triage queue. Cut manual security-review effort by ~70% and accelerated
release cycles 50%.
Data · Tonik Bank
ETL Automation with AWS Lambda
Event-driven extract-transform-load pipelines feeding downstream credit and risk
systems. Lambda + Terraform deployment cut processing time 40% over the prior
cron-based pipeline.
Resilience
Disaster Recovery for Stateless Workloads
Automated restoration of RDS snapshots and EC2 fleets via Jenkins + Terraform.
Provides seamless failover for stateless application tiers across environments —
backbone of the 99.9% uptime SLO.