About Me
I am an experienced LLM engineer with five years of extensive industry and R&D experience. I have a proven track record of designing and implementing AI systems that enhance business operations 🚀, drive revenue growth 📈, and strengthen market position. 🏆
I am eager to join a dynamic startup with a skilled and passionate team 🌟, where I can take initiative, lead projects, and make a significant impact. I am excited to contribute my expertise to elevate the organization's goals to the next level. 🏁
Experiences
ML Engineer - Metastaq
Designed and developed a GenAI system to create unique NFT artwork based on text prompts, incorporating diverse features and styles, resulting in increasing client acquisition.
Engineered and implemented an end-to-end deep learning pipeline that can automatically classify the user-generated video content for brand reviews with 98% accuracy.
Trained a multilingual NER model that can extract the sender and receiver names, addresses, phone numbers, and labels such as "Fragile" and "Confidential" from parcels with an average accuracy of 82%.
Engineered and implemented a module that selectively scans the correct QR code among multiple codes on delivery packages, resulting in reducing client issues.
Python ML Engineer - PackageX
Engineered and developed a GenAI system that can generate and replace people's faces in CCTV streams with synthetic faces to hide their personal identification information (PII) while maintaining their facial features with an accuracy of 96% using GANs.
Developed modules and trained deep learning models to measure queue length, monitor occupancy, and generate custom alerts across multiple cameras using YOLO and R-CNN.
Data Scientist - VisionX
Engineered and developed a novel way of transforming APK files to lightweight RGB images.
Introduced and developed novel three adversarial attacks on malware detectors with an evasion rate of up to 90%.
Jr. Data Scientist - VisionX
Sep 2022 - Sep 2024
Oct 2019 - June 2020
June 2020 - June 2021
June 2021 - Sep 2022
Lead (Sr. AI Engineer) - Taleemabad
Pakistan
Assistant Manager (AI Engineer) - Kortherm Science
Responsible for AI-driven optimization and inspection systems. Currently working on optimization and simulation of Through-Glass Vias (TGVs) and Maskless Laser Lithography (MLL).
Oct 2025 - Present
South Korea
Oct 2024 - Oct 2025
Pakistan
Pakistan
Pakistan
Pakistan
Led a team to design and implement an agentic pipeline to generate and review Lesson Plans (LPs) from book PDFs with a human-in-the-loop approach resulting in:
3x increase in LP generation efficiency per author.
Adaptation of content for next-day lesson plans based on today student assessment analysis.
12% increase in LP adoption and retention by customizing content for specific teachers, classrooms, and regions.
Designed and led the implementation of LLM and VLM-based Assessment Core to evaluate paper and audio-based exams resulting in:
Enabled teachers to dedicate an additional 30 minutes per student per year for personalized learning.
Achieving 73% accuracy in paper-based English assessments for Grades 1–5.
Achieving 60% accuracy in paper-based Math assessments for Grade 3.


Skills




































AWS Bedrock
AWS SageMaker




Langchain
LlamaIndex
HuggingFace
OpenAI
Chroma
PyTorch
TensorFlow
NLTK
spaCy
Pinecone
OpenLLM
AWS Bedrock
AWS Sagemaker
FastAPI
Streamlit
Education
BS(Computer Science)
2014-2018
Islamabad - Pakistan
Courses / Certifications
Deep Learning Specialization
NLP Specialization
June 2024
Pretraining LLMs
Finetuning LLMs
LLMOPs
Serverless LLM Apps with Amazon Bedrock
GenerativeAI with LLMs
March 2019
May 2024
July 2024
July 2024
Feb 2025
March 2024
Contacts
(+82)01024672054
mujeeb.merwat@gmail.com



