pradeep@portfolio ~
Last login: Mon Apr 14 09:32:01 on ttys001
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Pradeep Prakash
Senior Full-Stack Engineer · LLM Observability · Bengaluru / Remote · 7+ years
open to full-stack, platform, and AI infrastructure roles
now: building LLM observability and migration reliability systems
pradeep@portfolio:~$
Building reliable full-stack and AI platform systems with observability, data pipelines, and developer workflow guardrails.
browse my work, download my resume, or ask my AI agent about migrations, reliability, and LLM systems.
[pdf] download resume github linkedin email
pradeep@portfolio:~$ ▋
pradeep@portfolio:~$ 
{
  "name": "Pradeep Prakash",
  "role": "Senior Full-Stack Engineer",
  "company": "Fynd (Reliance Retail)",
  "location": "Bengaluru, India",
  "remote": "open_to_remote",
  "experience": "7+ years",
  "focus": [
    "partner portal and product-to-platform workflows",
    "fault-tolerant data and migration systems",
    "llm and agent observability",
    "ai-assisted engineering workflows"
  ],
  "status": "open_to_opportunities"
}
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Backend and platform engineer with 7+ years leading product-to-platform execution across migration systems, partner-portal workflows, data pipelines, reliability, and LLM/AI-agent observability. Operates in a technical-lead capacity across architecture, execution planning, code review, mentoring, RCA, on-call, and release readiness. Core stack: Node.js, TypeScript, React, Kafka, MongoDB, PostgreSQL, Redis, Kubernetes, GCP/AWS.
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Software Engineer III @ Fynd (Reliance Retail) [current]
Sep 2022 → Present
Node.js TypeScript React Vue MongoDB Redis Kafka Kubernetes GCP AWS
→Led the Partner Portal / UPP flow, shaping the partner-growth journey from lead submission to deal tracking, project delivery, and eligible earnings; defined organization-readiness states across profile setup, partner agreement, Academy completion, public-profile visibility, resource surfaces, and Partner Portal hand-offs
→Tech-led Fynd Migrate (Shopify to Fynd) across a small engineering team; architected a 6-stage fault-tolerant migration pipeline with checkpointing, DLQs, and idempotent writes, processing 300 records/sec at p99 under 400 ms and enabling safe re-runs across 1M+ records for 50+ merchants
→Built a migration validation workbench using deterministic field-level checks as the trust anchor with an optional LLM audit layer; covered 6 entity types with batch validation, live Fynd API resolution, split comparison views, and 52 regression tests across 9 files
→Contributed to AgentSentinel, an internal LLM/AI-agent observability and cost-intelligence platform; defined trace/span modeling for agent runs, LLM/tool/DB spans, latency, token usage, cost, failures, and loop detection; validated release readiness across 138 frontend / 416 backend tests
→Established an AI-assisted engineering operating model using rules, path-scoped context, review/debug agents, syntax hooks, project memory, and deploy safeguards, making AI-generated code changes safer, reviewable, and repeatable
→Cut peak pod memory 80% (1.5 GB to 300 MB) on 200K-row bulk jobs by replacing bulk loads with cursor-based streaming and adaptive chunk sizing, eliminating OOM-driven pod restarts
→Reduced production incidents 40% (rolling 90-day baseline) across owned services via per-dependency circuit breakers, health-signal-based liveness/readiness probes, and bounded error propagation between microservices
→Owned Fynd Coupons from 0 to 97K MAU: designed APIs, Redis-backed caching, and rate limits; sustained 300 req/s at p99 under 300 ms with 99.9% availability
★Fynd Star: internal performance award, 4x recipient (2023–2026), for migration, reliability, and mentoring impact
Senior Software Engineer @ Byju's
Jul 2021 → Aug 2022
Node.js PostgreSQL Redis React Microservices
→Designed and owned Teacher Tech for 10,000+ tutors; reduced payroll from 3–4 days to 1 day and removed the engineering bottleneck for 3 ops teams
→Built Tutor CMS in React, moving routine academic-content updates from dozens of engineering tickets per month to near-zero manual dependency
Software Engineer @ Acube Tech May 2020 – Jun 2021
Built backend for a healthcare teleconsultation platform supporting concurrent real-time patient-to-expert sessions with high availability.
Product Engineer @ Codingmart Oct 2018 – May 2020
Built event-driven microservices on RabbitMQ for BookMyShow's ticketing stack, decoupling booking, inventory, and notification flows for fault isolation and throughput.
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AgentSentinel Observability Platform

Contributed to an internal LLM and AI-agent observability plus cost-intelligence platform with a trace/span model for agent runs, LLM spans, tool spans, and database spans — covering latency, token usage, cost, failures, and loop detection.

138 FE tests 416 BE tests trace/span model
TypeScript React LLM Observability
Migration Validation Workbench Backend & AI Safety

Deterministic field-level checks as the trust anchor, with an optional LLM audit layer; batch validation, live Fynd API resolution, and split comparison views across 6 entity types.

6 entity types 52 tests trust-first checks
Node.js TypeScript Validation LLM Audit
Fynd Migrate Tech Lead

Shopify → Fynd migration platform: 6-stage fault-tolerant pipeline with checkpointing, DLQs, and idempotent writes, processing 300 records/sec at p99 under 400 ms across 1M+ records for 50+ merchants.

300 rec/s p99 < 400ms 1M+ records
Node.js Kafka MongoDB Kubernetes
Teacher Tech Platform Owner

Onboarding, scheduling, audit, and payroll platform for 10,000+ tutors, reducing payroll processing to 1 day while removing operational bottlenecks.

10K+ tutors 1-day payroll 3 ops teams
Node.js PostgreSQL React
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▸ AI / LLM SYSTEMS
LLM Observability Agent Tracing Token & Cost Analysis AI-assisted Dev Workflows Deterministic + LLM Validation
▸ BACKEND & APIs
Node.js TypeScript REST APIs GraphQL Microservices
▸ STREAMING & MESSAGING
Kafka RabbitMQ Event-driven Systems
▸ DATA & INFRASTRUCTURE
MongoDB PostgreSQL Redis Docker Kubernetes GCP AWS CI/CD
▸ FRONTEND & INTERNAL TOOLS
React Partner Portal Dashboards State Management Performance Optimization
▸ RELIABILITY
On-call RCA Circuit Breakers Dead-letter Queues Idempotency Back-pressure
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EMAIL pradeep00327@gmail.com
LINKEDIN linkedin.com/in/pradeep-prakash24
GITHUB github.com/pradeeprakash
RESUME [pdf] download resume
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