🤖 FlagshipAdvanced
AI/ML & Everything
Build production AI systems. Vector DBs, RAG pipelines, agentic workflows, and shipping LLM apps end-to-end.
OpenAIRAGLangChainPythonFastAPIQdrantFAISS
JAY
AHIR
Software Engineer · Coding Tutor · Badminton Player. Building distributed systems at scale and teaching the next generation of engineers.
⚡ Software Engineer @ Gantner🎓 Coding Mentor & Tutor🏸 Badminton Enthusiast
●Identity
01⚡
Software Engineer
4+ yrs building microservices, 2M+ daily events, .NET Core + Azure + Kubernetes.
02🎓
Coding Tutor
Teaching production-grade engineering. Real code, real reviews, real growth.
03🏸
Badminton Player
The smash. The rally. The discipline. Same mindset on court as in a prod incident.
- TypeScript
- React
- Next.js
- Angular
- .NET 8
- C#
- Python
- FastAPI
- Node.js
- Tailwind
- Azure
- AKS
- Kubernetes
- Docker
- Terraform
- Redis
- Kafka
- RabbitMQ
- PostgreSQL
- MongoDB
- gRPC
- SignalR
- GraphQL
- OpenAI
- Qdrant
- RAG
- TypeScript
- React
- Next.js
- Angular
- .NET 8
- C#
- Python
- FastAPI
- Node.js
- Tailwind
- Azure
- AKS
- Kubernetes
- Docker
- Terraform
- Redis
- Kafka
- RabbitMQ
- PostgreSQL
- MongoDB
- gRPC
- SignalR
- GraphQL
- OpenAI
- Qdrant
- RAG
●Courses
Twelve live tracks — plus fully custom ones. Production projects, real cohorts. Pick a track or pitch your own; I'll send batch dates and curriculum on WhatsApp.
🚀 PopularIntermediate–Advanced
.NET Core + Angular + DevOps
Full-stack with the enterprise stack. Build, containerize, deploy to AKS with real CI/CD and observability.
.NET 8Angular 16Azure AKSDockerKubernetesGitHub Actions
🎨 BeginnerBeginner
Basic Frontend
Zero to a portfolio-grade frontend. HTML, CSS, JS fundamentals into modern React.
HTMLCSSJavaScriptReactResponsive Design
🔧 BeginnerBeginner
Basic Backend
REST APIs that don't fall over. Auth, validation, persistence, and clean architecture from day one.
REST APISQLMongoDBJWT Auth.NET or Node
🏗️ AdvancedIntermediate–Advanced
System Design & Architecture
Trade-offs, not buzzwords. CQRS, DDD, event-driven systems, and why every choice has a cost.
MicroservicesCQRSDDDKafkaRabbitMQEvent-Driven
☁️ CloudIntermediate
Cloud & DevOps (Azure)
Ship like a platform team. Terraform, AKS, Functions, blue-green deploys, and pager-friendly observability.
AzureAKSFunctionsTerraformCI/CDDockerKubernetes
🧠 Problem SolvingAll Levels
DSA in C#
Pattern-driven problem solving. Sliding window, graphs, DP — built up the way interviewers actually probe.
C#Data StructuresAlgorithmsInterview PrepLeetCode
⚡ SpecializedAdvanced
Real-Time Systems
Sub-10ms pipelines. SignalR, gRPC streaming, Redis Streams, and the gotchas of high-fanout systems.
SignalRgRPCWebSocketsRedis Streams.NET Core
🅒 FundamentalsBeginner–Intermediate
C Programming
Memory, pointers, and the bare metal. Learn how computers actually work — every other language gets easier after this.
CPointersMemory ManagementLinuxGCC
⚙️ SystemsBeginner–Advanced
C++ Mastery
Modern C++ from the ground up. STL, templates, RAII, and writing performant code that doesn't leak.
C++17/20STLTemplatesOOPCMake
🐍 VersatileBeginner–Advanced
Python Pro
From syntax to scripting to APIs to ML. Pythonic patterns, async, FastAPI, and real-world projects.
Python 3FastAPIAsyncPandasScripting
☕ EnterpriseBeginner–Advanced
Java & Spring Boot
Java fundamentals into production Spring Boot APIs. JVM internals, OOP done right, and real microservices.
Java 17+Spring BootJPAMavenJVM
✨ Custom Track
Don't see your topic? Build your own.
I'm a software engineer with end-to-end coverage of modern computing — from low-level systems to AI agents. Whatever you want to learn, I can design a 1-on-1 syllabus around your goal. Just WhatsApp me.
●Work
0M+
Daily events
0K+
Users served
0.00%
Uptime
−0%
Latency cut
- Dec 2024 — Present
Gantner
Software Engineer- Multi-region Locker Management Platform handling 2M+ daily events, cutting API latency by 35% through service mesh optimization.
- Sub-10ms hardware-software pipelines via SignalR + gRPC bidirectional streaming, synchronizing 50+ concurrent hardware nodes in real time.
- Zero deployment incidents across 5+ microservices on AKS using blue-green deployments and custom observability dashboards.
- Jun 2022 — Dec 2024
DXFactor Solutions
Software Engineer- Scaled Fitness SaaS to 50K+ active users across 12 microservices — 99.95% uptime with .NET Core 8, Angular, Redis and RabbitMQ.
- Reduced API response times by 42% via distributed Redis caching, SQL index tuning, and connection pooling.
- Raised test coverage from 38% → 82% with CI/CD pipelines (GitHub Actions + Azure DevOps).
●Projects
RAGOpenAI GPT-5.NET CoreQdrantAngular
AI-Powered Document Intelligence
Enterprise NL search over 100K+ documents. Async ingestion via Azure Functions, vector reranking on Qdrant.
Sub-2s query · 500+ concurrent users
gRPCRedis StreamsKubernetes.NET Core
Real-Time Location Tracking
80K+ events/sec ingest pipeline with HPA scaling 5→40 pods under peak load. Sub-10ms write latency end-to-end.
80,000+ events/sec
SignalRKafkaCQRSRedisMicroservices
WhatsApp-Style Messaging
10K+ concurrent connections with presence, typing indicators, and multi-device sync. CQRS read models on Redis.
10,000+ concurrent connections
YARPRabbitMQ.NET 8Kubernetes
Cloud-Native E-Commerce
Eight-service backend behind a YARP API gateway. Full observability stack and HPA-driven autoscaling.
Zero-downtime deploys
●Life
Badminton on the court
Weekend smashes, weeknight rallies. Sport sharpens reaction time, and reaction time ships better incident response.
Teaching as craft
Every cohort forces me to re-derive what I think I know. Students keep me honest and the explanations sharper.
Building globally
Worked with teams across India, the Gulf, and the EU. Async-first, written-first, time-zone agnostic.
Always learning
Currently deep in agentic LLM systems and the new wave of vector search. Next quarter: distributed Rust.