Summary
Overview
Work History
Education
Skills
Certification
Projects
Timeline
Generic

Marwah Khokher

Lahore

Summary

AI undergraduate at GIK Institute with hands-on experience in Generative AI, LLMs, and full-stack development. At Nuclieos, I built and deployed RAG pipelines using LangChain, OpenAI APIs, Hugging Face, Pinecone, and FAISS. I’ve also developed complete web apps using Flask, Firebase, and SQL, combining backend logic with a responsive UI. Skilled in Python, prompt engineering, and database management, I focus on building scalable, AI-driven solutions.

Overview

1
1
Certification

Work History

AI Intern

Nuclieos
Lahore
07.2025 - 08.2025

Outline: Worked with the AI engineering team to design, prototype, and deploy Generative AI pipelines for real-world applications using large language models and vector-based semantic search.

Key Responsibilities.

  • Built end-to-end RAG pipelines, integrating LangChain, OpenAI GPT models, Sentence Transformers, and Pinecone for context-aware Q&A applications.
  • Utilized FAISS for local vector search, and experimented with Hugging Face models for embedding and generation tasks.
  • Tuned prompts and pipeline configurations for enhanced relevance, latency, and user feedback.

Key Achievements.

  • Successfully deployed a working prototype of a GenAI-powered chatbot integrated with vector search, achieving over 85% semantic accuracy.
  • Gained hands-on experience in building GenAI models using Pinecone, OpenAI API keys, LangChain, Hugging Face, and FAISS for efficient semantic search, and LLM-based workflows.
  • Analyzed complex datasets, identified features, and built predictive models.
  • Explored different approaches to solve challenging problems using AI methods.

Education

Bachelor's - Artificial Intelligence

Ghulam Ishaq Khan Institute of Engineering Sciences and Technology (GIKI)
01.2027

A-Levels -

Roots Ivy International, Lahore
Lahore
01.2023

Olevels -

Bahria Town School, Lahore
Lahore
01.2021

Skills

  • Retrieval-augmented generation (RAG)
  • Gen AI
  • Full-stack development (Flask Firebase)
  • Database management (SQL, PostgreSQL)
  • vector databases
  • LangChain and OpenAI APIs
  • Pinecone and FAISS
  • Hugging Face Transformers
  • Sentence Transformers
  • Prompt engineering

Certification

  • Google UI/UX Design Course – Google
  • Google AI Essentials – Google
  • Fundamentals of Quantitative Modeling – Wharton University of Pennsylvania

Projects

Online Course Management System (DBMS Project)

  • Built a full-stack platform using Flask, PostgreSQL, and Firebase authentication
  • Designed and managed a relational database schema for version control
  • Applied backend logic and routing to ensure smooth user interactions and dynamic content updates

Roman character recognition system (AI project)

  • Developed a deep learning model using PyTorch to classify handwritten Roman characters from image data
  • Trained a custom convolutional neural network (CNN) for accurate prediction, and built a Python-based application for real-time inference
  • Utilized image preprocessing techniques and PyTorch's model training pipeline

Grocery store inventory management system

  • Designed an inventory tool with real-time stock tracking and data visualization using Python

Campus navigation system (DSA project)

  • Applied stack, queue, and sorting algorithms to build a smart campus pathfinding tool

Timeline

AI Intern

Nuclieos
07.2025 - 08.2025

Bachelor's - Artificial Intelligence

Ghulam Ishaq Khan Institute of Engineering Sciences and Technology (GIKI)

A-Levels -

Roots Ivy International, Lahore

Olevels -

Bahria Town School, Lahore

Similar Profiles

CREATE PROFILE
Marwah Khokher