Secure by design
Security is not a final checklist. I build identity, permissions, auditability, and safe defaults into the architecture early — proactive defense against malware, phishing, and emerging attacks.
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I build intelligent systems that scale.
Senior Full Stack Engineer with 5+ years building cloud-native solutions — currently leading frontend for AI-powered security systems that detect and respond to cyber threats automatically, and building agentic AI systems that think and adapt on their own.
5+
years experience
20+
systems shipped
4
countries worked with
200+
developers mentored
About
The work is not just shipping features. It is designing systems that stay understandable when the stakes are high.
My best work happens at the intersection of AI and cloud systems: interfaces that stay calm under pressure, backend platforms that stay reliable, and agents that make intelligent decisions faster than we can. That's the future I'm building toward.
Recently I have worked on AI-driven threat detection, agentic investigation flows, generated SDKs, infrastructure APIs, identity, RBAC, audit trails, and cloud deployment pipelines — across the full stack, from UI/UX to Kubernetes.
Security is not a final checklist. I build identity, permissions, auditability, and safe defaults into the architecture early — proactive defense against malware, phishing, and emerging attacks.
From LLM-powered threat classification to autonomous agents, I design systems where AI is the engine, not a bolt-on — software that can heal itself and optimize automatically.
Complex systems only become useful when flows, states, copy, and information hierarchy make decisions easier. I design data-rich interfaces that simplify complex security insights.
Experience
From freelance MERN work in Pune to AI-driven cybersecurity in Abu Dhabi — each role compounding toward intelligent, secure systems.
Education
Shri G S Institute of Technology & Science
B.E. — Information Technology · 2016 — 2020
Languages
English (Professional) · Hindi (Native) · Arabic (Beginner)
Aug 2025 — Present
Abu Dhabi, UAE
Senior Full Stack Engineer
Building AI-driven cybersecurity solutions — intelligent agents across frontend and backend that detect and respond to threats in real time.
Jul 2024 — Jun 2025
Bavaria, Germany
Founding Software Engineer
One of the first engineers building an infrastructure governance platform from absolute scratch.
Jun 2023 — Jun 2024
New Delhi, India
Senior Full Stack Engineer
Led backend and cloud delivery for production applications across two client engagements using Go, MERN, AWS, and CI/CD automation.
Oct 2021 — Jun 2023
Bengaluru, India
Software Engineer
Built internal learning platforms in React and Node.js while mentoring 200+ students into MERN developers.
Jun 2020 — Sep 2021
Pune, India
Freelance Web Developer
Started with static sites for local vendors and grew into real-time production work on the MERN stack and Go.
Selected work
Each case study is framed by the user pressure, the system decision, and the product result it made possible.
01
Security<20s
per classification
40+
MITRE techniques
~3k
lines Go
An AI-native SIEM agent written in Go that classifies any raw log line into a structured threat report — with MITRE ATT&CK mapping, IOC extraction, severity triage, and actionable remediation — in under 20 seconds, using a local-first LLM stack.
<20s
per classification
40+
MITRE techniques
~3k
lines Go
02
Security<2s
cited answer (TTFT)
39/39
tests passing
3
agent pipeline
A spec-first, security-hardened RAG platform that answers analyst questions with cited sources from MITRE ATT&CK, OWASP, and NVD — then runs autonomous multi-agent investigations on any IOC end-to-end.
<2s
cited answer (TTFT)
39/39
tests passing
3
agent pipeline
03
CloudSDK
developer surface
K8s
control layer
API
governance
A governance layer for infrastructure teams managing deployment automation, compliance checks, cost visibility, and cloud-native API orchestration.
SDK
developer surface
K8s
control layer
API
governance
04
BackendCI/CD
release flow
AWS
infrastructure
Go
service layer
A production backend and delivery system with authentication, payments, notifications, cloud storage, observability, and CI/CD.
CI/CD
release flow
AWS
infrastructure
Go
service layer
05
Frontend200+
developers
MERN
core stack
QA
reviews
Internal learning and evaluation tools for developer education, mentoring, code review, and automated feedback workflows.
200+
developers
MERN
core stack
QA
reviews
Open work
Public activity treated as a product signal: useful, current, and grounded in actual shipping rhythm.
@ChanchalS7 · Jul 12, 9:02 PM
179
contributions
16
active weeks
17
public repos
Skills
The stack matters because of what it enables: clear interfaces, secure services, intelligent agents, reliable delivery, and operational trust.
Interfaces, state, data loading, design systems, and product surfaces.
APIs, service boundaries, auth, integrations, and data workflows.
LLM pipelines, autonomous agents, embeddings, and AI-native product features.
Deployment, governance, identity, secure access, and operational reliability.
Persistence, caching, queues, audits, and system observability.
Writing
Short essays on engineering judgment, product tradeoffs, and security decisions.
Start here
I'm best suited for teams building secure, AI-native, high-clarity software for technical and operational users. If you're into system design, distributed systems, or AI — let's connect.