// projects
Work
Systems I've designed and built — from distributed API gateways to multi-agent AI pipelines.
// experience
Where I've Worked
HSV Digital
Backend Engineer
Dec 2025 — Present
Remote
Built a multi-tenant Rubrics System end-to-end with tenant-isolated access control. Reduced NestJS API cold-start from ~45s to ~3s (93%). Implemented multi-level manager hierarchy and role system. Shipped 6+ analytics BFF endpoints replacing ad-hoc frontend data transformations.
Quizizz (Wayground)
Software Engineer
Jan 2025 — Oct 2025
Bengaluru, Karnataka
Engineered Go/Python microservices improving quiz throughput 42% for 1M+ daily quizzes via Redis async pipelining. Optimized ElasticSearch over 10M+ records cutting p95 latency to <280ms (78% reduction). Deployed 25+ containerized services on AWS EKS with multi-tier Redis caching reducing DB load 85%.
Mood Analytica
Software Development Intern
May 2024 — Jul 2024
Remote
Developed data-driven features, optimized backends, and built APIs to support analytics workflows.
// deep dives
Architecture Breakdowns
How these systems work under the hood
NervaAI
AI-Driven Podcast GenerationAsync Task Orchestration
- ›Redis queues
- ›Job ID return pattern
- ›Celery workers
- ›FastAPI async
Vector Context Engine
- ›RAG pipeline
- ›HuggingFace embeddings
- ›Qdrant vector DB
- ›LangChain integration
Multi-Agent Script Generation
- ›Researcher + Writer agents
- ›GPT-4 backbone
- ›Custom agent orchestration
OpenSkill
AI-Powered Claude Skill OrchestratorModular LLM Provider System
- ›Go interfaces
- ›Groq, OpenAI, Anthropic, Ollama support
Local State & Versioning
- ›.claude/skills/ directory
- ›SKILL.md rollback history
Skill Composition Engine
- ›Extends/includes support
- ›Template system
VentaEdge
Distributed API GatewayIntelligent Load Balancing
- ›Round-robin
- ›Least-connections
- ›Health checks
Distributed Rate Limiting
- ›Token bucket algorithm
- ›Redis + Lua atomics
Circuit Breaker
- ›Fail-fast on downstream errors
- ›Automatic recovery
SyncLayer
Real-Time Collaboration EngineWebSocket Connection Layer
- ›Go Fiber stateful connections
- ›Connection pooling
Pub/Sub Message Bus
- ›Redis Pub/Sub across instances
- ›Fan-out pattern
Optimistic UI & Write Batching
- ›Batched PostgreSQL writes
- ›Client-side optimistic updates
SentralQ
Multi-Agent AI DebuggingLog Ingestion & Normalization
- ›FastAPI intake
- ›Pandas processing
- ›Standard JSON schema
Agent Swarm Orchestration
- ›Supervisor + specialist agents
- ›LangChain backbone
Synthesized Solution Delivery
- ›Aggregated findings
- ›Reviewer LLM (GPT-4)
- ›Streaming output