• Owned full lifecycle of 8 features from PRD to production with zero post-launch incidents; ran usability sessions with 5 clients, identified and shipped fixes for 3 UX gaps, improving task completion rates.
• Redesigned a sequential AI workflow into a multi-agent orchestration pipeline, cutting completion time from ~40s to 15s; built an async job queue with background workers, offloading 60% of processing and improving response time 3x.
• Added isolated auth middleware for admin routes to eliminate privilege escalation paths; configured audit logging for 100% of admin actions, enabling full compliance traceability.

• Delivered CXO-level SOC-CMM assessment reports for Fortune 500 European enterprises, translating NIST CSF and ISO 27001 findings into audit-ready actions.
• Standardised solution architectures across multiple pre-sales engagements, reducing rework by 20%.
• Produced 6 client-ready case studies on security assurance and ROI-driven remediation with enterprise partners.

• Fine-tuned Llama 2 for a text-classification task, improving prediction accuracy from 65% to 85%.
• Migrated a ReactJS frontend to Next.js + TypeScript, enabling SSR on 5 routes and cutting page load time 30%.
• Ran cross-environment testing across AWS and Azure, logging endpoint behaviour in staging and production to catch deployment regressions.

• Optimised candidate-search SQL queries through indexing and restructuring, cutting filtered lookup time by 25%.
• Documented internal API contracts for developer onboarding flow, adopted as reference across the frontend team.
• Configured Azure RBAC across dev/staging/prod for a client deployment, enforcing least-privilege access.

• Built an agentic FinOps tool that autonomously analyses AWS spend and surfaces cost-saving recommendations.
• Added an LLM-driven validation step that reviews each recommendation for feasibility and risk before surfacing it.

• Built a real-time alert notification service with severity-based priority queuing and multi-channel delivery.
• Engineered per-recipient token-bucket rate limiting via Redis scripts to prevent alert fatigue.

• Built a batch processor in C that reads a master account file and a transaction file, writing an updated master.
• Generated an end-of-day summary report with total debits, credits and closing balance of reconciliation.

The paper explores how AI techniques can safeguard sensitive information and ensure compliance. It explores fundamental technologies such as cyber-physical systems and the complex application of AI in analytics and predictive maintenance.

Grade: 8/10 (First Class Honours)

Electives:

• BCSE334L: Predictive Analytics
• BCSE353E: Information Security Analysis and Audit
• BCSE354E: Information Security Management
• BCSE401L: Internet of Things
• BCSE410L: Cyber Security

AS/A Levels — Mathematics, Physics, Information Technology, English Language

IGCSE — Mathematics, English Language, Information Technology, Physics, Chemistry, Environmental Management, Art & Design

Languages: Python, JavaScript, TypeScript, SQL (PostgreSQL), Bash, HTML/CSS

Frameworks: React, Next.js, Node.js, FastAPI, Flask, Redux, LangChain, TensorFlow, Keras

Tools & Platforms: Git, GitHub Actions, Docker, Kubernetes, GCP, AWS, Linux, Redis, VS Code, Cursor, Claude Code, Grafana, PostHog, Postman, Figma, Burp Suite, Nmap, Wireshark, Splunk, Wazuh, Nessus, Microsoft Sentinel

Soft Skills: Analytical thinking, cross-functional collaboration, technical communication, research synthesis, attention to detail, stakeholder management, product intuition, structured problem-solving, adaptability, ownership mindset

AI & ML — Notes · Code

Cybersecurity — Notes · Code

Networks — Notes · Code

Cloud Computing — Notes

System Design — Notes

Docker + Kubernetes — Notes

Backend Development — Notes · Code

Frontend Development — Notes · Code

Data Structures & Algorithms — Notes · Code

Database — Notes

C, C++ & Rust — Notes · Code

Go — Notes · Code

GPU & Hardware — Notes · Code

Cryptography — Notes · Code

Malva Labs — Initiated a non-profit research organisation focusing on AI Safety & Alignment, Biosecurity and Hardware.

Security Research — Won $20k+ from Live Hacking & Capture the Flag events. Frequent Bug Bounty hunter & contributor.

Hackathons — Participation in over 35 hackathons worldwide, coming Top 3 in 5 Major League Hacking & DevPost hackathons.

Certifications — EC-Council Certified Ethical Hacker (CEHv12), Google Cloud Computing Foundations.

Care & Support Service — 10+ year tradition of spending time and donating to orphanages and old age homes, communicating & learning.

Fundraising — Hosting food stalls funding children's health and participating in marathons for cancer research & flood support.

English Cricket Board — ECB ACO Certified Cricket Umpire Level 1, Certified Cricket Scorer Level 2.

Sports — Long-distance runner (marathons & half-marathons); played Basketball, Football & Cricket at a high level.

Art — Participated & won state-wide and district-wide art competitions & exhibitions, specialising in oil painting & charcoal drawing.

Languages: English (Fluent), Malayalam (Fluent), Mandarin (Intermediate), Hindi (Intermediate), Thai (Basic), Spanish (Basic).