AKApoorva Krisna

Projects

A mix of research, prototypes, and practical systems work.

Rainy Vision

GAN-based deraining combined with image captioning. Published in IEEE ICAC3N-22. Focused on improving downstream perception in adverse weather.

  • GANs
  • Computer Vision
  • Python

Real-time Stream Processor

Kafka-based analytics dashboard prototype. Sliding windows, tumbling aggregates, and backpressure-aware consumers for smooth real-time insights.

  • Kafka
  • Streams
  • Dashboards

AI Service Monitor

Lightweight AI agent for anomaly detection across microservices. Hooks into logs/metrics, flags outliers, suggests rollbacks.

  • AI
  • Observability
  • Anomaly Detection

Algorithmic Playground

Personal DSA repository with 500+ problems solved. Emphasis on patterns, invariants, and elegant proofs.

  • DSA
  • Algorithms
  • Notes

Imagined Futures

Decentralized Event Broker

Exploring a broker that routes at the edge with CRDT-backed consistency and graceful partitions.

  • CRDT
  • Edge
  • P2P

Zero-Downtime Schema Toolkit

DDL orchestration for relational stores with automated safety checks and dual-write adapters.

  • Postgres
  • Migrations
  • SRE