Vishesh Chaitanya — Backend Engineer · Security Systems

Backend Engineer architecting event-driven systems in Delhi/NCR, India. 4+ years building real-time data pipelines, compliance infrastructure, and Kubernetes-native platforms.

Profile Experience Education Skills Projects Achievements Live Feed

Operator Profile

Callsign: V1SH. Role: Backend Engineer · Security Systems. Location: Delhi/NCR. Tier: Apex · SDE-II.

Architecting event-driven systems that don't blink under pressure. From real-time pipelines to compliance infrastructure — building backend that holds the line.

  • 4+ Years active
  • 10M+ Events per day
  • 99.9% Uptime
  • Location: Delhi/NCR

Active Stack

  • Java 21 · Spring Boot — 95%
  • Kafka · Pub/Sub — 90%
  • PostgreSQL · Redis — 92%
  • ClickHouse — 82%
  • GCP · Kubernetes — 78%
  • Go · Python — 65%

Deployment History — Work Experience

Backend Engineer · Security SaaS Platform (2024 — Present)

Designing CERT-IN compliance infrastructure from scratch. Built the full event pipeline: Gateway → Collector → Pub/Sub → Normaliser → Compliance service. Multi-tenant, GCP-native.

Technologies: Java 21, Spring Boot 3, GCP, Pub/Sub, ClickHouse, Kafka, PostgreSQL, Redis

Impact: 12-week MVP · CERT-IN module · Multi-tenant architecture

Backend Engineer · Quilr Inc. (2022 — 2024)

Migrated Neo4j to PostgreSQL/ClickHouse, eliminating $80k/yr in licensing. Replaced batch with Kafka real-time ingestion. Built KEDA autoscaling on Kubernetes.

Technologies: Kafka, Neo4j, Redis, KEDA, Kubernetes, Go

Impact: −95% latency · −$80k/yr · 10M+ events/day

Training Ground — Education

B.Tech — Computer Science and Engineering · University Delhi/NCR (Graduated 2022)

Academic XP: 91%

Coursework: Distributed Systems, Operating Systems, DBMS, Algorithms, Networks, System Design

Competitive Programming

  • LeetCode — DSA problem solving
  • CodeChef — Competitive ratings
  • Java — Primary CP language

Field Ranks

  • Apex Tier — Internal calibration · SDE-II
  • Op Clearance — CERT-IN compliance lead

Arsenal Loadout — Skills

Backend

  • Spring Boot (proficiency: 5/5)
  • Kafka (proficiency: 5/5)
  • Redis (proficiency: 4/5)
  • Pub/Sub (proficiency: 4/5)
  • Microservices (proficiency: 4/5)

Data and Databases

  • ClickHouse (proficiency: 4/5)
  • PostgreSQL (proficiency: 5/5)
  • Neo4j (proficiency: 3/5)
  • SQL (proficiency: 5/5)

Infrastructure

  • GCP (proficiency: 4/5)
  • Kubernetes (proficiency: 3/5)
  • KEDA (proficiency: 3/5)
  • Docker (proficiency: 4/5)

Languages

  • Java 21 (proficiency: 5/5)
  • Go (proficiency: 3/5)
  • Python (proficiency: 3/5)

Mission Briefing — Projects

Project Cipher — Backend · Event Ingestion Gateway

Event ingestion gateway — schema-validated multi-tenant pipeline. Designed and shipped the event collector with Pub/Sub fan-out, replay, and audit trail. Handles 10M+ events/day across tenants.

Technologies: Java, Kafka, PostgreSQL. Status: Shipped.

Project Sentinel — Infrastructure · Kubernetes Autoscaling

Kubernetes autoscaling fabric — KEDA-driven, GCP-native. Built event-driven scaling for the platform: KEDA + Pub/Sub triggers, custom metrics adapter, and zero-downtime rollouts.

Technologies: GCP, Kubernetes, KEDA, Terraform. Status: WIP.

Project Atlas — Full-Stack · Compliance Dashboard

Compliance ops dashboard — alerts, incident routing, audit logs. React + Spring Boot console for SOC operators. Realtime via Redis pub/sub, role-based access, regulatory PDF export.

Technologies: React, Spring Boot, Redis. Status: Shipped.

Project Worm-Log — Backend · Immutable Log Archive

Immutable 5-year log archive — SHA-256 tamper-evident chain. GCS Coldline WORM storage with hash-chained manifests, replay tooling, and regulator-friendly export workflows.

Technologies: GCS, Java, SHA-256. Status: WIP.

Project Echo — Open Source · Kafka Tracing Helper

OSS contribution — async tracing helper for Kafka consumers. Patched correlation-id propagation for batch consumers. Merged upstream; used internally across two production services.

Technologies: Java, Kafka, OpenTelemetry. Status: Shipped.

Project Void — Full-Stack · Semantic Note System

Personal experiment — slow-burn note system with semantic search. SQLite + embedding-based retrieval. Vim bindings, markdown-first.

Technologies: Go, SQLite, Embeddings. Status: Archived.

Operation Report — Key Achievements

RankAchievementImpactScaleStackStatus
MVPKafka Real-time Pipeline−95% latency10M+ per dayKafka · ClickHouseShipped
02Neo4j to PostgreSQL/ClickHouse Migration−$80k per yearFull productionPostgreSQL · ClickHouseShipped
03KEDA Autoscaling on Kubernetes−60% costCluster-wideKubernetes · KEDAShipped
04Redis Caching Layer−70% DB loadAnalyticsRedisShipped
05CERT-IN Compliance ModuleMVP scopeMulti-tenantGCP · JavaLive

Live Feed — Currently Working On

  • [WIP] Designing GCS Coldline WORM log storage — immutable 5-yr archival with SHA-256 verification.
  • [COMMIT] Event normaliser — schema validation across 16 log parsers via Pub/Sub pipeline.
  • [COMMIT] CERT-IN PDF generator — regulatory incident reports with tamper-evident hashing. Shipped.
  • [PLANNED] Finalised 12-week MVP plan — rule engine, alert routing, compliance dashboard.
  • [RESEARCH] Exploring ClickHouse materialized views for real-time tenant severity aggregation.

Currently Exploring

  • AI Agent Architecture — LLM tool-use pipelines (60%)
  • Zero-Trust Networking — mTLS, SPIFFE, SPIRE (40%)
  • eBPF for Observability — Kernel-level tracing (35%)
  • Wasm Runtimes — Server-side WASI modules (25%)