Available for roles

Hi, I'm Gaurav. I architect systems at scale.

From sub-10ms betting engines to 30+ microservices and autonomous AI agents. Welcome to my engineering space.

< 10ms
Odds Latency
30+
Services Built
10k+
Daily Tx
0:00 / 0:10 INTRO REEL
👋 Gaurav Kumar•Tech Lead @ Bitzcrew

VERIFIED PRODUCTION SKILLS • STACK FROM RESUME

Architecture & LeadershipBackend & AI SystemsFrontend & UIDevOps, Cloud & Tools
PythonAI & Fast Services
FastAPIAsync AI Endpoints
LangChainRAG & LLM Orchestration
LangGraphCyclic Agent Graphs
LangSmithObservability & Evals
RAGVector Retrieval & Search
NestJSMicroservices Architecture
Node.jsWorker Threads & Async
TypeScriptStrict Type Safety
gRPCSub-Millisecond IPC
RedisPub/Sub & Caching
BullMQAsynchronous Queueing
PythonAI & Fast Services
FastAPIAsync AI Endpoints
LangChainRAG & LLM Orchestration
LangGraphCyclic Agent Graphs
LangSmithObservability & Evals
RAGVector Retrieval & Search
NestJSMicroservices Architecture
Node.jsWorker Threads & Async
TypeScriptStrict Type Safety
gRPCSub-Millisecond IPC
RedisPub/Sub & Caching
BullMQAsynchronous Queueing
PostgreSQLACID Ledger DB
MongoDBDocument Store
PrismaType-Safe ORM
DrizzleTypeScript SQL ORM
System DesignDistributed & Event-Driven
DockerContainerized Fleet
AWSS3 & CloudFront
CI/CDGitHub Actions
Socket.IO & SSEReal-Time Streaming
Next.jsModern Full-Stack
React.jsComponent Architecture
TailwindCSSDesign Systems
Redux ToolkitState Management
NginxReverse Proxy & Ingress
PostgreSQLACID Ledger DB
MongoDBDocument Store
PrismaType-Safe ORM
DrizzleTypeScript SQL ORM
System DesignDistributed & Event-Driven
DockerContainerized Fleet
AWSS3 & CloudFront
CI/CDGitHub Actions
Socket.IO & SSEReal-Time Streaming
Next.jsModern Full-Stack
React.jsComponent Architecture
TailwindCSSDesign Systems
Redux ToolkitState Management
NginxReverse Proxy & Ingress
AI-NATIVE ENGINEERING MASTERY

How I Leverage AI: Daily Power Tools & Production Architectures

People frequently ask: “Which AI tools do you know?” I make a sharp, practical distinction between the frontier tools I use daily to build at 10x velocity, and the production agentic architectures I design and deploy.

Track 01 • Velocity Multiplier

Daily Frontier AI Tools

10x Velocity Loop

Every day, I pair program with frontier foundation models and autonomous agentic IDEs to accelerate ideation, eliminate boilerplate, stress-test architectural decisions, and maintain peak engineering output.

Claude (Anthropic)

Daily Driver

Primary Architecture & Logic Sparring

Complex system design decomposition, heavy refactors, deep algorithmic reasoning, and exhaustive edge-case code reviews.

Google Gemini & Antigravity

Core Workflow

Agentic Engineering & Million-Token Context

DeepMind autonomous agentic pairing, terminal-level workflows, multi-file architectural refactoring, and whole-repository synthesis.

ChatGPT & OpenAI Models

Daily Driver

Reasoning (o1/o3) & Rapid Prototyping

Fast exploratory logic validation, prompt synthesis, automated unit test suites, and schema contract benchmarking.

Antigravity Autonomous Agents

Agentic Native

Terminal & Subagent Task Orchestration

Executing complex multi-step build validation, automated browser verification, and asynchronous system tasks without friction.

Track 02 • Production Engineering

Engineered AI Systems

Production Shipped

Beyond consumer chat interfaces, I build production-grade AI platforms: cyclic multi-agent graphs, RAG knowledge systems, telemetry observability tracing, and high-concurrency async streaming APIs.

LangGraph

Production Built

Cyclic State Machines & Multi-Agent Graphs

Building deterministic stateful agent loops, branching decision pathways, memory checkpointing, and human-in-the-loop oversight.

LangChain

Framework Core

Modular LLM Harness & Tool Chaining

Integrating toolkits, structured schema output parsing, prompt templates, and vendor-agnostic foundation model adapters.

LangSmith

Telemetry & Evals

Observability, Telemetry & LLM Evals

Real-time production tracing, latency profiling across agent execution steps, prompt versioning, and regression eval suites.

RAG (Retrieval-Augmented Gen)

Production Architecture

Vector Search & Grounded Context Pipelines

Document chunking pipelines, dense semantic embeddings, hybrid keyword + vector retrieval, and zero-hallucination context injection.

FastAPI & Python

High-Throughput Runtime

Async Inference Endpoints & Streaming (SSE)

High-concurrency async Python runtime, Server-Sent Events (SSE) token streaming, thread pools, and sub-second Time-to-First-Token (TTFT).

END-TO-END PRODUCTION PIPELINE PATTERN

How It All Integrates in Production

From user prompt ingestion to cyclic agent reasoning, vector embeddings retrieval, and real-time observability.

User Query→FastAPI→LangGraph→RAG Search→LangSmith→Streamed SSE
PRODUCTION CASE STUDIES • DISTRIBUTED SYSTEMS

Flagship Architectures Engineered for Scale

Real-world systems handling multi-tenant PaaS orchestration, sub-10ms betting odds, 10k+ daily fintech settlements, real-time POS sync, and stateful multi-agent AI graphs.

Casino Engine & PaaS30+

White-Label Casino Platform & 30+ Microservices Engine

Distributed 30+ microservices architecture powering multi-tenant casino operators with infinite-level dynamic RBAC.

White-Label Casino Platform & 30+ Microservices Engine
Inspect Architecture & Case Study
30+ Services PaaS99.99% Uptime
NestJSRedis Pub/SubSocket.IODynamic RBACPostgreSQLBullMQ
High-Throughput Engine< 10ms

High-Frequency Sports Betting & Market Odds Engine

Processes high-load live market odds data feeds with sub-10ms wager execution via BullMQ and gRPC.

High-Frequency Sports Betting & Market Odds Engine
Inspect Architecture & Case Study
5k+ Wagers / Sec99.99% Live Execution
NestJSgRPCRedis Pub/SubBullMQ FIFOSocket.IO
Fintech Platform10k+

Resilient Fintech Transaction & Settlement Platform

High-volume payment gateway handling ~10,000 daily transactions with multi-bank routing and ACID ledger consistency.

Resilient Fintech Transaction & Settlement Platform
Inspect Architecture & Case Study
10k+ Daily Tx90% Settle Rate
Node.jsPostgreSQLRedisBullMQNext.jsSSE
Real-Time POS< 150ms

Omnichannel Restaurant POS & Operations Engine

Sub-150ms asynchronous order pipeline with <500ms real-time kitchen tracking across channels.

Omnichannel Restaurant POS & Operations Engine
Inspect Architecture & Case Study
Sub-150ms Orders< 500ms Kitchen Sync
NestJSNext.jsPostgreSQLRedisBullMQSSE
AI Systems< 500ms

Autonomous AI Multi-Agent & RAG Orchestration Engine

LangGraph cyclic multi-agent graphs with LangSmith telemetry, hybrid vector RAG retrieval, and async streaming APIs.

Autonomous AI Multi-Agent & RAG Orchestration Engine
Inspect Architecture & Case Study
< 500ms Loop0% Hallucination
PythonFastAPILangGraphLangChainLangSmithRAGChromaDB
CAREER TRAJECTORY • LEADERSHIP & ACADEMICS

Engineering Leadership & Education Timeline

Proven track record leading engineering teams (up to 5 engineers), architecting 30+ distributed microservices, and solving sub-10ms real-time concurrency bottlenecks.

All Milestones5
Engineering Leadership3
Academic Degrees2
Tech LeadershipJan 2026 — Present

Software Engineer / Tech Leader

Bitzcrew•India
Led a team of 4 engineers as Tech Leader, architecting a distributed 30+ microservices casino platform using NestJS, Redis, and gRPC.
Engineered a high-frequency Sports Betting Engine processing live market odds with sub-10ms wager execution latency via BullMQ and gRPC.
Designed white-label multi-tenant PaaS enabling independent operators to launch platforms with scoped users and dynamic parent-child RBAC.
Built an enterprise fintech payment platform from scratch handling ~10,000 daily transactions with 90% verified success rate.
Spearheaded omnichannel restaurant operations engine, slashing order processing latency to <150ms and live kitchen sync to <500ms.
Led 4 Engineers • 30+ Microservices< 10ms Odds Execution
NestJSNode.jsRedisgRPCBullMQSocket.IOPostgreSQLNext.jsServer-Sent Events
Systems & Full-StackJune 2025 — Dec 2025

Software Engineer

PharmaEdge.ai•Noida, India
Developed and enhanced high-volume competitive analysis platform using NestJS, PostgreSQL, Next.js, and React.
Optimized complex relational queries and backend API endpoints, drastically reducing p99 latency across data aggregation workloads.
Refactored mission-critical Next.js frontend components for optimal rendering performance, eliminating client thread blocking.
Data Aggregation Workloadsp99 Latency Reduced
NestJSPostgreSQLNext.jsReact.jsTypeScriptTailwindCSS
Team LeadershipJuly 2023 — June 2025

Software Engineer / Team Lead

Underpin Services•Delhi, India
Led a 5-member engineering team delivering real-time sports betting and online casino systems end-to-end.
Slashed online gaming platform initial load time by over 75% (from >15s down to <4s) by restructuring communication protocols and assets.
Built multi-threaded background job queue utilizing Node.js Worker Threads, preventing main-thread event-loop starvation.
Architected Redis caching layer to circumvent third-party rate limits and maintain sub-second client responsiveness.
Online Gaming & Sports Betting75% Faster Load Time
Node.jsWorker ThreadsSocket.IORedisExpressPostgreSQLReact.jsSCSS
Academic Degree2023 — 2025

Master's in Data Science (AI & ML Specialization)

Lovely Professional University•India
Specialized in Artificial Intelligence, Machine Learning, Deep Learning, and Large-Scale Data Systems.
Conducted advanced coursework in neural networks, statistical learning theory, predictive modeling, and data pipelines.
Applied ML principles to production systems: LLM orchestration, hybrid RAG vector search, and high-concurrency inference gateways.
AI Systems & Machine LearningAI & ML Specialization
Data ScienceMachine LearningDeep LearningPythonRAG SystemsVector DBs
Academic Degree2020 — 2023

Bachelor of Computer Applications (BCA)

Maharshi Dayanand University•India
Core computing foundations: Data Structures, Algorithms, Operating Systems, and Object-Oriented Software Design.
Extensive coursework in network protocols (TCP/IP, HTTP/1.1 & HTTP/2, WebSockets) and relational database modeling.
Core Computer ScienceComputing Foundation
Data StructuresAlgorithmsOperating SystemsNetworkingC++SQL