Eeman ljaz

Academic

Verbatim text

Eeman ljaz
+923365043256, i211381@nu.edu.pk
Satellite Town, Rawalpindi
Linkedln: https://www.linkedin.com/in/eeman-ijaz
ata Science, Deep Learning, Data Warehouse, Data Visualization, Data Mining, Machine
earnin and Reinforcement Learnin
: Ulingo - Personalized Urdu Voice Assistant[Ollama, Huggingface, Pytorch]
n Urdu voice assistant for students. It will not only provide tailored opportunities from Linked In but, also act as a friend to
ave a dail conversation with.
emester Pro "ects:
redicting and Generating Video Sequences Using Deep Learning :
eveloped a deep learning framework for video frame prediction UCFlOl (13K+ videos). Implemented ConvLSTM,
redRNN, and Transformer-based models, achieving 15% improvement in SSIM
mage Segmentation & Face Recognition on Using Machine Learning:
eveloped a K-Means-based segmentation system, improving foreground extraction by 25%. Built a K-NN face recognition
odel, achieving 92% accuracy on a lK+ face dataset.
omain-Specific Chatbot Using Retrieval-Augmented Generation :
uilt a domain-specific chatbot integrating Llama2 & Mistral, improving response accuracy by 30%. Implemented
hromaDB for vector search, reducing retrieval time to <lOOms per query.
omprehensive Forecasting System with User Interface
rained ARIMA & Non-Linear Regression models on 5 years of BTC price data. Achieved 85% forecasting accuracy, reducing
rror rates by 20% (RMSE, MAPE).
uilding and Analyzing a Data Warehouse for Retail Business:
esigned a star-schema data warehouse with lOM+ sales records, optimizing data retrieval. Built a near-real-time ETL
ipeline, reducing data integration latency by 35%
mazon Product Recommendation on System:
eveloped a real-time recommendation system handling 128GB+ product data. Implemented Kafka & Spark streaming,
educing recommendation latency to <500ms
Work Ex erience
Research Assistant, Artificial Intelligence and Machine Learning Lab, Islamabad
Developed an automatic cricket highlights generator using computer vision and large language
odels, focusing on video summarization and feature extraction. Co-authored a research paper
ublished and resented at ICOSST 2023.
kills & Tools
June 23 - Present
echnical Skills
achine Learning, Data Visualization, Natural Language Processing, Advanced Statistics, Deep
earning, Reinforcement Learning, Computer Vision, Video Synthesis, Big Data Analytics, Data
inin , P hon, Java, C++, SQL/NoSQL, JavaScri t, R
chievements
igh Achiever - Gold Medalist FAST NUCES
cored highest GPA in the Department of Artificial Intelligence and Data Science for 3 consecutive semesters. I was also
art of the Dean's and Rector's list throughout my degree.
warded with a certificate of completion for excellent performance in the STEMSisters Exchange Program, hosted by AIPS
nd University of Delaware
rainings I Certi ication
WS Cloud Foundation Certification
ompleted AWS Cloud Formation course offered by AWS academy.
FAST NUCES ISLAMABAD CAMPUS

AI enrichment