Avani Thumballi

About

B.E. student in Information Science and Engineering with hands-on experience in full-stack development, backend observability, and real-time systems. Built projects and open-source contributions using JavaScript, Python, React, Node.js, Flask, Redis, and Kubernetes.

Experience

• Backend & Frontend Contributor
  urBackend
  Apr 2026 – May 2026
• Full-Stack Contributor
  The Adventurers Guild
  Apr 2026 – May 2026

Education

• Bachelor of Engineering
  RNS Institute of Technology
  Information Science and Engineering · 2023 – 2027

Skills

• Cloud Computing <3 months
• Express.js <3 months
• Computer Networking <3 months
• Python <3 months
• CSS3 <3 months
• Java <3 months
• JavaScript <3 months
• Node.js <3 months
• Tailwind CSS <3 months
• React <3 months
• Flask <3 months
• Operating Systems <3 months
• WebSockets <3 months
• API Integration Understanding <3 months
• Performance Optimization <3 months
• CI/CD <3 months
• Unit Testing <3 months
• HTML5 <3 months
• Design Systems <3 months
• SDLC <3 months
• Data Structures and Algorithms <3 months
• Oop <3 months
• Socket.io <3 months
• Bullmq <3 months

Tools / apps / platforms

• Git <3 months
• GitHub <3 months
• MongoDB <3 months
• Redis <3 months
• Supabase <3 months

Projects

• AIOps Framework for Autonomous Server Failure Detection & Remediation
  Python, Kubernetes, Google Kubernetes Engine (GKE), Prometheus, Grafana, LSTM Autoencoder, Isolation Forest, DQN

  Developed an AIOps framework to detect server failures and anomalies in real time using machine learning and an RL agent for monitoring microservices. Managed Kubernetes clusters on Google Kubernetes Engine (GKE) and designed the Phase 5 dashboard to visualize system health, detect failures, and remediation activities.

• Distributed API Gateway Telemetry Engine
  Node.js, Express, React, Redis, BullMQ, Socket.io

  Built a scalable multi-tenant API gateway supporting distributed deployment across 3+ service nodes to monitor and regulate microservice traffic. Implemented Redis and BullMQ-based asynchronous processing for scalable telemetry handling, background jobs, and workload distribution. Developed real-time monitoring infrastructure with Socket.io to track API traffic, service health, latency, and operational metrics across distributed services.

• Audique
  HTML, ReactJS, Tailwind CSS, JavaScript, Python, Flask, Whisper, Groq API, Hugging Face, Supabase, MediaRecorder API

  Led full-stack development of a voice-to-learning platform; Flask REST APIs and React frontend converting lecture recordings into transcripts, summaries, notes, and flashcards, reducing manual note-taking by ~70%. Integrated Groq Whisper and LLaMA/Mixtral LLMs for structured content generation with real-time transcription under 2 seconds; secured with Supabase auth and env-based API key management.

Courses & certifications

• Artificial Intelligence · NPTEL, IIT Madras · 2026

🏆 Achievements & awards

• Top 5 percentile nationwide · 2026

  NPTEL Artificial Intelligence – Score 81/100.

• NSoC 2026 · 2026

  Selected open-source contributor; PR #180 merged into The Adventurers Guild (production deployment).

• Academic Excellence

  CGPA 9.23/10; scored 99.68% in 10th grade KSEEB examinations.

🎯 Hobbies & interests

• ARCHERY
• SPORTS