---
title: "Prateek Dixit - Founder in Bengaluru | Tal"
description: "Meet Prateek Dixit, Machine Learning Engineer | LLM Systems | PyTorch | RAG | Vector Databases | FastAPI | AWS based in Bengaluru. AI stack includes hugging face, langchain, and ollama. Explore public work links including github."
image: "https://tal.club/meet/prateek-dixit/share-image"
---

# Prateek Dixit on Tal

## Headline

Machine Learning Engineer \| LLM Systems \| PyTorch \| RAG \| Vector Databases \| FastAPI \| AWS

## About

AI\-focused engineer building production\-ready ML systems including embedding pipelines, retrieval\-augmented generation \(RAG\), and scalable inference APIs\. Experience with PyTorch, transformers, vector similarity search \(FAISS\), and low\-latency model serving using FastAPI and Docker\. Strong backend background in designing scalable services and optimizing high\-volume datasets, enabling reliable and efficient ML system deployment\.

## Location

Bengaluru

## AI stack

hugging face

langchain

ollama

openai

## Work experience

Founder at BuildLab, Jan 2025 \- Present · 1 yr 5 mos, Delhi, India, BuildLab is a collaborative learning and project management platform where students work in teams on real projects under mentor guidance — just like in a real company setup\.

Full Stack Engineer \| Backend & AI Systems \(LLMs, RAG, Microservices\) at SuperShop, Jan 2023 \- Jan 2025 · 2 yrs 1 mo, Bengaluru, Karnataka, India, Full Stack Engineer specializing in building scalable, production\-grade web applications and backend systems, with hands\-on experience in AI\-powered features \(semantic search, RAG\-based systems\)\. Collaborated with cross\-functional teams to design and deliver end\-to\-end solutions, from intuitive frontend interfaces to high\-performance distributed backend services\. 1\) Built and scaled microservices \(Node\.js, PostgreSQL\) handling high\-volume traffic with strong reliability 2\) Developed real\-time features \(WebSockets, event\-driven systems\) to improve user experience and engagement 3\) Worked on cloud infrastructure \(AWS, GCP\) including deployments, monitoring, and CI/CD pipelines 4\) Implemented semantic search and explored LLM\-based solutions to enhance product discovery and internal workflows 5\) Focused on performance optimization, scalability, and clean architecture, improving response times and system efficiency

Intern at GeeksforGeeks, Feb 2022 \- Apr 2022 · 3 mos, Noida, Uttar Pradesh, India, Joined GeeksForGeeks as a Frontend \(React\) Intern in the Software Engineering team\. Joined the Technical Writing team, helping build better tools for the Technical Writing team, later switched teams to build Frontend for GFG Practice platform\.

MEP Engineer at RSV Builders Pvt\. Ltd, Jul 2016 \- Jul 2017 · 1 yr 1 mo, Panipat, Haryana, India, Led the Mechanical, Electrical & Plumbing division for the project\. My duties included project/workforce planning and execution

Electrical Engineer at Windlass Developers pvt\.ltd\., Jun 2015 \- Jul 2016 · 1 yr 2 mos, Dehradun, Uttarakhand, India, Worked as lead Electrical Engineer and led all the electrical workforce for two towers\.

## Education

Bachelor's degree, Electrical Engineering, Deenbandhu Chhotu Ram University of Science & Technology

Diploma of Education, Electrical Engineering, Guru Tegh Polytechnic institute

## Public links

- github: https://github\.com/pd664

[View the original profile](https://tal.club/meet/prateek-dixit)

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/prateek-dixit#person",
      "name": "Prateek Dixit",
      "url": "https://tal.club/meet/prateek-dixit",
      "image": "https://tal.club/meet/prateek-dixit/profile-photo.jpg",
      "description": "Meet Prateek Dixit, Machine Learning Engineer | LLM Systems | PyTorch | RAG | Vector Databases | FastAPI | AWS based in Bengaluru. AI stack includes hugging face, langchain, and ollama. Explore public work links including github.",
      "jobTitle": "Founder",
      "worksFor": {
        "@type": "Organization",
        "name": "BuildLab"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Founder"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Bengaluru"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Deenbandhu Chhotu Ram University of Science & Technology"
        },
        {
          "@type": "EducationalOrganization",
          "name": "Guru Tegh Polytechnic institute"
        }
      ],
      "knowsAbout": [
        "hugging face",
        "langchain",
        "ollama",
        "openai"
      ],
      "sameAs": [
        "https://github.com/pd664"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/prateek-dixit#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/prateek-dixit#webpage",
      "url": "https://tal.club/meet/prateek-dixit",
      "name": "Prateek Dixit on Tal",
      "description": "Meet Prateek Dixit, Machine Learning Engineer | LLM Systems | PyTorch | RAG | Vector Databases | FastAPI | AWS based in Bengaluru. AI stack includes hugging face, langchain, and ollama. Explore public work links including github.",
      "dateModified": "2026-06-10T13:55:58.815Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/prateek-dixit#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/prateek-dixit/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/prateek-dixit/profile-photo.jpg",
        "caption": "Prateek Dixit profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```