Abdul Sammad Khan Email & Phone Number

Islamabad, Pk

Islamabad, Islāmābād, Pakistan

• Trained and tested a binary classification machine learning model to predict a 70% drop in Facebook usage for the next month, achieving 80% accuracy on an 11 million user base.• Developed LLM-based RAG (Retrieval-Augmented Generation) system to classify user reviews/comments into predefined categories, providing insights to enhance product improvements.• Performed semantic search and clustering using embedding models, leveraging Ollama and Sentence Transformers to enhance search… Show more • Trained and tested a binary classification machine learning model to predict a 70% drop in Facebook usage for the next month, achieving 80% accuracy on an 11 million user base.• Developed LLM-based RAG (Retrieval-Augmented Generation) system to classify user reviews/comments into predefined categories, providing insights to enhance product improvements.• Performed semantic search and clustering using embedding models, leveraging Ollama and Sentence Transformers to enhance search relevance and performance.• Executed Social Network Analysis (SNA) using diverse algorithms on a 30 million-user base, uncovering key communities and influencers to drive targeted marketing strategies.• Performed sequential Market Basket Analysis to study customer usage trends over a 6-month period, pinpointing low-value customers for targeted conversion efforts.• Implemented RAG using LLAMA 2 and optimized GGUF models, achieving an 80% improvement in CPU performance through hyperparameter fine-tuning.• Utilized Quantized Optimized Language Models (LLMs) and fine-tuned Transformer-based Natural Language Processing (NLP) models to achieve real-time Named Entity Recognition (NER) achieving above 90% of accuracy.• End-to-end developed and tested an automated Web Based portal for Dynamic File Structure Comparison, integrating Teradata Fastloads, FTP, SFTP, and SMTP operations to streamline data transfer processes. Show less

Pakistan

• Collaborated with international clients to gather requirements and understand analytical needs. • Designed, developed, and implemented SAP analytics solutions to derive valuable insights. • Assisted in troubleshooting, debugging, and maintaining existing SAP analytics solutions.

Pakistan

• Proficiently applied data engineering concepts ranging from foundational to advanced levels to develop robust data solutions.• Acquired Data Engineering cloud skills in Azure using Azure Databricks, Azure Data Factory (ADF), Azure Data Lake Storage Gen2 and utilized these Skills to to build best Data Platforms.• Collaborated with experienced professionals to work on cutting-edge technologies, continually updated skill sets and knowledge base while keeping pace with the latest industry… Show more • Proficiently applied data engineering concepts ranging from foundational to advanced levels to develop robust data solutions.• Acquired Data Engineering cloud skills in Azure using Azure Databricks, Azure Data Factory (ADF), Azure Data Lake Storage Gen2 and utilized these Skills to to build best Data Platforms.• Collaborated with experienced professionals to work on cutting-edge technologies, continually updated skill sets and knowledge base while keeping pace with the latest industry trends. Show less

Pakistan

• Collaborated with industry experts at 10Pearls to successfully execute "Sehat Chain," a Final Year Project that incorporates advanced concepts including blockchain, federated learning, and React.js.• Conducted preprocessing and exploratory data analysis (EDA) on multiple medical datasets.• Trained machine learning models locally on user-end devices.• Utilized federated learning techniques to aggregate the models at the client-end.• Successfully applied machine learning… Show more • Collaborated with industry experts at 10Pearls to successfully execute "Sehat Chain," a Final Year Project that incorporates advanced concepts including blockchain, federated learning, and React.js.• Conducted preprocessing and exploratory data analysis (EDA) on multiple medical datasets.• Trained machine learning models locally on user-end devices.• Utilized federated learning techniques to aggregate the models at the client-end.• Successfully applied machine learning algorithms to medical data, achieving accurate and reliable predictions. Show less

• Learned backend development using Node.js and MongoDB.• Implemented the backend of a online learning Platform "128 LMS".

• Worked with adobe Illustrator to design different posters and logos • About 30 orders• 5-star ratings• 100% customer satisfaction rate