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surendravarikallu/README.md

Header

Portfolio Email LinkedIn HackerRank LeetCode


🎓 B.Tech CSE (Final Year) · Graduating April 2027

Actively Seeking 6-Month Internships / Co-ops (Starting Winter 2026) & Full-Time SDE / Backend / Full-Stack Roles

Available From Target Role Relocation Response


⚡ Key Highlights & Production Metrics

I focus on building production-grade software that performs reliably at scale. Every engineering claim here is backed by system design schematics, live code walkthroughs, and automated load tests.

# Achievement Verification
🥇 100.00% success rate at 5,000 VUs — Deployed and load-tested Skillnox exam platform Stress Test Report
🏆 Hackathon Winner — 1st Place (Elevate X, 12h build) · 3rd Place (StudentConnect, 48h) Demo & Walkthrough
🏗️ 2 Live Systems in Production — Actively serving college departments daily skillnox.kitaghire.in · kitaghire.in
HackerRank 5-Star Python · Problem Solving & SQL Certified · Oracle OCI GenAI Professional HackerRank Profile
🌐 Google Student Ambassador — Built and led a campus community of 300+ tech students KITS (Aug – Dec 2025)

🛠️ Technical Skills

🎨 Frontend

React Next.js TypeScript JavaScript Tailwind CSS Framer Motion

⚙️ Backend & Caching

Node.js Express.js Python Django Redis

🗄️ Databases & ORMs

PostgreSQL Drizzle ORM MongoDB MySQL

🤖 Artificial Intelligence

Oracle OCI GenAI Gemini API Local LLMs (Qwen)

🚀 DevOps, Testing & Tooling

Docker GitHub Actions PM2 Playwright Jest Git


🚀 Featured Projects

🥇 Skillnox — Production Assessment Platform · Load-Tested at 5,000 VUs

Secure online assessment platform built from scratch and deployed college-wide at KITS. Architected, built, deployed, and maintained entirely by me.

  • Load test metrics (20-minute peak test): Successfully processed 146,045 total HTTP requests at a steady 118.7 req/s throughput with 100.00% request success (0 errors) and a P99 latency of 17.12 ms.
  • Performance Engineering: Enabled a 3-tier leaderboard cache (local LRU cache with stale-while-revalidate ➔ shared Redis ➔ PostgreSQL with request deduplication and query coalescing) to prevent database stampedes under concurrent submissions.
  • Memory Optimization: Fixed worker cache eviction storms by tuning memory pressure middleware limits (raising threshold to 1200MB) and resolving garbage collection event-loop blocking.
  • Security & Anti-Cheat: Implemented full-browser protection including active tab-switch tracking, keyboard event interception, and DevTools/AI extensions blocking.
  • CI/CD Pipeline: Configured automated GitHub Actions workflows running compilation checks, migrations, Jest tests, and Playwright E2E browser tests on spin-up PostgreSQL/Redis containers.
Document Link
📊 Load Test Proof 20-Minute 5,000 VU Stress Test Report →
📐 System Architecture Architecture Design & Caching Blueprint →
🗄️ Database Design Database Schema & SQL Table Structure →
💻 Code Walkthrough Production Code Showcase →
📈 Scaling Guide 5,000+ User System Scaling Blueprint →
🧪 Test Strategy Testing Architecture & Coverage Report →
🔧 Infrastructure Ops Deployment & OS Socket Tuning Guide →
🔗 Live Portal skillnox.kitaghire.in
🛠️ Stack React · Node.js · Express · PostgreSQL · Redis · Drizzle ORM

🥇 Global Smile — 1st Prize Winner · Codegnan Elevate X Hackathon

AI-powered Patient Acquisition & Trust Engine for dental restoration clinics. Built from scratch in a 12-hour sprint across 3 live evaluation phases evaluated by industry experts.

  • Interactive Smile Visualizer: Developed interactive modules to project post-treatment dental restoration previews.
  • Dental Tourism Calculator: Built comparison engines to estimate dental costs across multiple states and countries.
  • Smart Follow-up System: Created an AI-driven automated message system to guide post-treatment patient recovery.
  • Testing Integrity: Setup comprehensive unit and integration testing pipelines to verify patient cost calculation logic.
Document Link
🔗 Demo & Walkthrough Demo Walkthrough & Presentation →
🧪 Test Strategy Testing Architecture & Coverage Report →
📁 Codebase Global-Smile Repository →
🛠️ Stack React · Node.js · Express · Prisma ORM · PostgreSQL

🏛️ KITAGhire.in — College Training & Placement Portal · Live

Production-grade platform replacing 100% of manual placement department paperwork at KITS, currently serving the administration, students, and recruiters.

  • Administrative Dashboard: Real-time placement analytics and student registration tracking, supporting 300+ concurrent active users during placement drives.
  • Student Portfolios: Manages individual academic scores, placement histories, and training progress with role-based access control.
  • Reporting Automation: Automated Excel/PDF report generation, reducing administrative reporting time by ~80%.
Link Detail
🔗 Live Portal kitaghire.in
🛠️ Stack React · Node.js · PostgreSQL
📁 Codebase Private (available for live demo upon request)

🤖 Skillnox.AI — AI-Powered Placement Interview Simulator

Full-stack AI interview simulation platform with local LLM inference, multi-round placement workflows, and recruiter portfolio sharing — built for complete on-premise data privacy.

  • Local LLM Inference Pipeline: Runs Qwen 2.5 3B via Ollama for real-time answer evaluation and dynamic question generation — zero external API dependencies, zero data leaks.
  • Multi-Round Simulation Engine: Orchestrates Aptitude → Technical → HR interview rounds with configurable score-gating thresholds. Candidates must pass each round to advance, mirroring real placement drives across 23 companies (TCS, Google, Amazon, Goldman Sachs, etc.).
  • Evaluation Queue with Concurrency Control: Priority-based task queue with bounded parallelism (max 2 active LLM calls), retry backoff (3 attempts × exponential delay), and heuristic load shedding at 100 pending tasks.
  • Recruiter Portfolio Sharing: Students can generate privacy-masked public report links for recruiters — candidate emails, roll numbers, and voice/video logs are stripped from the public REST API response.
  • 25,000-Sample Fine-Tuning Dataset: Generated a structured JSONL training corpus covering 2025-26 trending topics (RAG, Vector Databases, LLM fine-tuning, System Design) for offline model improvement.
  • Admin Campaign Scheduler: Placement officers can schedule automated mock interview drives targeting specific departments, with a background worker that auto-enrolls students at the configured launch time.
Document Link
📐 System Architecture Architecture Design & AI Pipeline →
🗄️ Database Design Database Schema & ER Diagram →
💻 Code Walkthrough Production Code Showcase →
📁 Codebase skillnox_ai Repository →
🛠️ Stack React · TypeScript · Node.js · Express · PostgreSQL · Drizzle ORM · Python · FastAPI · Ollama · Qwen 2.5

🏅 Additional Projects

Project Description Stack Links
🛡️ Bug Bounty Portal Multi-round capture-the-flag (CTF) security contest platform with real-time logging and scoreboard. React · Node.js · Express Live Link
🌦️ SkySense Real-time weather dashboard featuring geolocation mapping and predictive weather warnings. TypeScript · Next.js · Leaflet Repository · Live Demo
🤖 Amazon ML Challenge NLP model predicting retail prices from text descriptions using Gradient Boosting and PyTorch. Python · Scikit-learn · PyTorch Repository

💼 Experience & Achievements

Internships

💼  Full-Stack Developer Intern — Cognifyz Technologies                    Jun – Jul 2025
    React · Node.js · Express · MongoDB
    ➔ Developed RESTful API endpoints and integrated UI screens
    ➔ Optimized backend controller logic, reducing response latency by 30%

💼  Frontend Developer Intern — Codegnan (Offline)                          May – Jun 2025
    React · Figma
    ➔ Designed responsive UI prototypes and built modern frontend screens
    ➔ Optimized asset sizing to maintain quick landing page load times (<2s)

Hackathon Wins

🥇  1st Prize — Codegnan Elevate X Hackathon                                May 2026
    Global Smile  ·  12-Hour Sprint  ·  React · Node.js · Prisma · PostgreSQL
    ➔ Built trust and billing engines for dental clinics under extreme time constraints
    ➔ Evaluated by technical panel across 3 development iterations

🥉  3rd Prize — Department Hackathon                                        Feb 2026
    StudentConnect  ·  48-Hour Sprint  ·  Python · Django · PostgreSQL
    ➔ Engineered resource-sharing platforms for academic departments

Community Leadership

🌐  Google Student Ambassador                                              Jul – Dec 2025
    KITS Akshar Institute of Technology
    ➔ Organised 7+ developer workshops covering Android, cloud setups, and AI tools
    ➔ Built and managed a tech community of 300+ active student developers
    ➔ Drove a 50% increase in developer student registrations on campus

🏅 Certifications & Professional Badges

Certification Issuer Year
Oracle OCI Generative AI Professional Oracle 2025
Oracle OCI AI Foundations Associate Oracle 2025
Python Developer (5-Star Badge & Certified) HackerRank 2025
HackerRank Problem Solving Certified HackerRank 2025
HackerRank SQL Certified HackerRank 2025

🛠️ Also Certified: ServiceNow Certified System Administrator (CSA) · CAD in progress — enterprise ITSM track


📊 GitHub & Coding Stats

GitHub Stats Top Languages

GitHub Streak

Activity Graph

LeetCode Stats


🏆 GitHub Trophies

Trophies



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"Systems engineer focused on scale, reliability, and automated validation."

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