Prateek Dixit profile photo 1 on Tal

Prateek Dixit

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

Bengaluru

6+ years of work experience

BuildLab
Jan 20251 yr 5 mosPresent

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.
SuperShop
Jan 20232 yrs 1 moJan 2025

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
GeeksforGeeks
Feb 20223 mosApr 2022

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.
RSV Builders Pvt. Ltd
Jul 20161 yr 1 moJul 2017

Panipat, Haryana, India

Led the Mechanical, Electrical & Plumbing division for the project. My duties included project/workforce planning and execution
Jun 20151 yr 2 mosJul 2016

Dehradun, Uttarakhand, India

Worked as lead Electrical Engineer and led all the electrical workforce for two towers.
GitHub
@pd664

Prateek’s AI Stack

hugging face
hugging face
langchain
langchain
ollama
ollama
openai
openai

Education

Bachelor's degree, Electrical Engineering

Deenbandhu Chhotu Ram University of Science & Technology

20174 yrs2021

Diploma of Education, Electrical Engineering

Guru Tegh Polytechnic institute

20103 yrs2013

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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