Skip to content
View Vaibhav20k's full-sized avatar
🎯
Focusing
🎯
Focusing

Highlights

  • Pro

Block or report Vaibhav20k

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Vaibhav20k/README.md

Typing SVG


Profile Views Repos Followers



name: Vaibhav Kandpal

located_in: India

institutions:
  - IIT Roorkee Data Science & Artificial Intelligence (Online)
  - GGSIPU Β· B.Tech Computer Science Engineering (2024–2028)

focus:
  - Real-Time Fraud Detection
  - LLM Engineering
  - Distributed Systems
  - Backend Infrastructure
  - Machine Learning

currently:
  building:
    - Fraud Detection Pipeline
    - Personalized JARVIS

achievement:
  - πŸ₯‡ Paytm Agent{a}thon Winner

learning:
  - Distributed Systems
  - Event Driven Architecture
  - MLOps
  - High Performance Backend Engineering

building

  • Fraud Detection Pipeline

    Production-style event-driven fraud detection platform built with Go microservices, Kafka, PostgreSQL, Redis and ML-powered anomaly detection.

  • Personalized JARVIS

    AI desktop assistant featuring voice interaction, automation, memory, local LLM support and modular tooling.


overview

  • Building scalable AI systems where backend engineering meets machine learning.
  • Interested in Full Stack Development, AI Engineering, Distributed Systems and System Design.
  • πŸ₯‡ Winner β€” Paytm Agent{a}thon.
  • Every project is designed with production architecture in mind.
  • Portfolio: https://vaibhavos.indevs.in

work

Project What Stack
Fraud Detection Pipeline Real-time fraud detection platform processing streaming financial transactions using Kafka, Go microservices, PostgreSQL, Redis and Machine Learning anomaly detection. Go β€’ Kafka β€’ PostgreSQL β€’ Redis β€’ Docker β€’ Python β€’ Scikit-Learn
Personalized JARVIS Personal AI assistant supporting voice commands, memory, local LLMs, automation and modular tools. Python β€’ FastAPI β€’ Ollama β€’ OpenRouter β€’ Speech Recognition
Portfolio Modern responsive developer portfolio showcasing projects, blogs and engineering work. Next.js β€’ TailwindCSS β€’ TypeScript
Quartz Blog (Coming Soon) Technical articles on AI, backend engineering, distributed systems and machine learning. Quartz β€’ Markdown β€’ GitHub Pages

philosophy

"Programs must be written for people to read, and only incidentally for machines to execute."

β€” Harold Abelson


live console

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                  FRAUD DETECTION COMMAND CENTER                            β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ System Status            ● ONLINE                                          β”‚
β”‚ Event Streaming          Kafka Cluster Healthy                             β”‚
β”‚ ML Engine                Monitoring Transactions                           β”‚
β”‚ Database                 PostgreSQL Connected                              β”‚
β”‚ Cache                    Redis Running                                     β”‚
β”‚ Model                    Isolation Forest (Training)                       β”‚
β”‚ CI/CD                    GitHub Actions Ready                              β”‚
β”‚                                                                  LIVE      β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Current Focus                                                      Status  β”‚
β”‚ βœ” Building scalable backend systems                               ACTIVE  β”‚
β”‚ βœ” Learning distributed systems                                    ACTIVE  β”‚
β”‚ βœ” Training anomaly detection models                               ACTIVE  β”‚
β”‚ βœ” Exploring MLOps                                                  ACTIVE  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

stats


contributions

GitHub contribution snake animation


stack

Languages

Frontend

Backend

Databases

DevOps

Data & ML

Scikit-Learn β€’ Pandas β€’ NumPy β€’ SHAP β€’ FAISS β€’ Feature Engineering β€’ ETL β€’ DuckDB β€’ Parquet β€’ TimescaleDB β€’ Model Monitoring β€’ Distributed Systems


🚨 FRAUD ALERT β€’ click to investigate


Current Risk Assessment

Service Status
Kafka 🟒 Healthy
PostgreSQL 🟒 Connected
Redis 🟒 Running
Go Services 🟒 Operational
ML Pipeline 🟑 Training
Docker 🟒 Running

Active Investigations

βœ” Fraud Detection Pipeline
βœ” Personalized JARVIS
βœ” Quartz Technical Blog
βœ” AI Engineering
βœ” Distributed Systems
βœ” Backend Infrastructure

Looking For

Backend Engineering

Artificial Intelligence

Machine Learning

Distributed Systems

Open Source

Internships

Hackathons

"The best way to predict the future is to invent it."

β€” Alan Kay


GitHub

LinkedIn

Portfolio

Email

Blog


Thanks for stopping by! πŸš€

"First make it work. Then make it right. Then make it fast."

Pinned Loading

  1. Leo-Meo Leo-Meo Public

    Python

  2. DualSentry-model DualSentry-model Public

    roduction-oriented fraud detection system with leakage-free stateful behavioral features, XGBoost inference, model lifecycle management, real-time decisioning, and full-stack observability.

    Jupyter Notebook 1

  3. RepoGPT-Local- RepoGPT-Local- Public

    Python

  4. Repolens-portfolio- Repolens-portfolio- Public

    JavaScript

  5. Sahai_Project Sahai_Project Public

    TypeScript 1