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VaibhavBansal26/README.md

Typing SVG


PortfolioΒ  LeetCodeΒ  LinkedIn


πŸ€– AI Β· ML Specialization

I don't just use AI β€” I build the infrastructure behind it.

🧠 LLM Architecture πŸ” RAG Pipelines πŸ“Š Applied ML at Scale
Production-grade LLM systems, prompt engineering, multi-agent workflows Vector DBs Β· Embeddings Β· Retrieval & Reranking TensorFlow Β· Distributed training Β· Model deployment
LangChain OpenAI API Anthropic FAISS Pinecone Weaviate TensorFlow HuggingFace Kaggle

Current AI workflow: GitHub Copilot + LLM-based architectures + RAG + vibe coding to ship faster without sacrificing quality.


βš™οΈ Full-Stack Engineering

 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”‚  FRONTEND        React Β· Next.js Β· TypeScript Β· TailwindCSS      β”‚
 β”‚  BACKEND         Python Β· Java Β· Node.js Β· Flask                 β”‚
 β”‚  CLOUD & INFRA   AWS Β· Azure Β· Docker Β· Kubernetes Β· Terraform   β”‚
 β”‚  DATA            PostgreSQL Β· MongoDB Β· Kafka Β· Firebase Β· Redis β”‚
 β”‚  DEVOPS          Jenkins Β· Git Β· Postman Β· CI/CD                 β”‚
 β”‚  AI              RAG Β· LangChain Β· LangGraph Β· LLM               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”˜

πŸ›  Tech Stack

Languages & Frameworks

Python Java TypeScript JavaScript React Next.js Node.js Flask TailwindCSS

πŸ€– AI / ML

TensorFlow LangChain OpenAI HuggingFace Kaggle

☁️ Cloud & Infrastructure

AWS Azure Docker Kubernetes Terraform Kafka Jenkins

πŸ—„οΈ Databases

PostgreSQL MongoDB Redis Firebase


πŸ“Š GitHub Stats


⚑ LeetCode

LeetCode Stats

πŸ› Experience

πŸ”¬  AI Research Engineer         University at Buffalo, NY      
πŸŽ“  M.S. Engineering Science     University at Buffalo, NY       Alumni
πŸ“š  Graduate Student Assistant   Applied ML at Scale (CDA 500)   Spring 2025
πŸŽ“  Teaching Assistant           Programming & DB Fundamentals   Fall 2024
πŸ’Ό  Software Engineer            DashClicks                      Past
🏒  Project Engineer             Wipro                           Past
πŸŽ“  B.Tech CSE                   VIT University, India           Alumni

πŸŽ“ Education

Degree Institution Focus
πŸŽ“ M.S. Engineering & Data Science SUNY Buffalo, New York AI Β· ML Β· Systems
πŸŽ“ B.Tech Computer Science VIT University, India Software Engineering

πŸ… Certifications

Β Β Β 

Microsoft Azure Fundamentals (AZ-900)Β Β Β·Β Β AWS Certified


πŸ’‘ What I'm Focused On

vaibhav = {
    "currently_building": [
        "LLM-powered applications with multi-agent architectures",
        "Production RAG systems with hybrid retrieval",
        "AI-assisted developer workflows (GitHub Copilot + custom tooling)",
    ],
    "researching_at": "University at Buffalo β€” Applied ML at Scale",
    "core_belief": "Strong fundamentals + Applied AI = Systems that actually ship",
    "fun_fact": "Creating bugs professionally since 2016 πŸ›",
}

Fueled by curiosity, caffeine, and the occasional segfault.

Pinned Loading

  1. grapesjs-advance-components grapesjs-advance-components Public

    One sentence to an audited, ready-to-deploy website (promptsite CLI) + 41 accessible GrapesJS blocks, forms and Stripe checkout

    TypeScript 5 1

  2. Capstone-2020-Natural-Disaster-Prediction Capstone-2020-Natural-Disaster-Prediction Public

    Natural disaster prediction using deep learning and machine learning (VIT University)

    Python 4

  3. captra captra Public

    The capability-first framework for type-safe, memory-aware agentic applications.

    TypeScript 1

  4. FidelityMem FidelityMem Public

    FidelityMem: Recall-Constrained Adaptive Hybrid Memory for LLM Agents

    Python

  5. funnels funnels Public

    Funnel builder: block-based page builder, Cloudflare edge serving, analytics, Stripe checkout, RBAC and admin console

    TypeScript

  6. recall recall Public

    Voice-first learning companion: talk, get atomic notes, diagrams, a memory map, and spaced-repetition recall. Self-hosted, installable PWA.

    Python