As a Machine Learning Engineer at RESOLVE Islamabad since April 2018, I have developed expertise in collaborating with cross-functional teams, designing scalable back-end solutions, and using advanced AI technologies to solve complex problems. My experience includes data retrieval and preprocessing, developing and optimizing DL models, LLMs, and NLP models, as well as tackling object detection and classification problems. I am also actively involved in R&D to drive technological advancements.My key achievements include developing a Data Leak Prevention application, designing a advance semantic search application, implementing ETL pipelines using Elasticsearch, and fine-tuning LLMs for specialized applications such as question-answer systems, data summarization upto 80 million documents, and sentiment analysis on huge datasets. I have also build a RAG base application. My work also includes integrating Optical Character Recognition (OCR) in various ML applications. I have also created deep learning-based applications for real-time ship detection, image classification, and multiple end-to-end Python applications for incident management, dashboards and policy enforcement.I am passionate about delivering high-quality solutions that enhance operational efficiency and generate significant business benefits. My commitment to excellence is evident in my comprehensive documentation and presentations of development processes, as well as my proactive approach to debugging and quality control. I am eager to continue driving innovation and contributing to the success of my team and organization.
Resolve
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Machine Learning EngineerResolve Apr 2018 - PresentIslāmābād, PakistanResponsibilities:• Collaborated with teams of product managers, designers, and developers to define and meet project specifications• Developed and maintained robust Python back-end code for various applications, ensuring scalability and performance• Designed, trained, and optimized DL models, LLMs and NLP applications, pushing the boundaries of AI to enhance user engagement and operational efficiency• Designed, trained, and optimized DL models, LLMs, and NLP applications to enhance user engagement and operational efficiency• Led R&D on new AI innovation for improving problem-solving capabilities and business outcomes• Debugging code, bug fixing, clearance from QA, documentation and third-party evaluationsAchievements:• Developed a Data Leak Prevention application that integrates OCR and utilise advance ML and Transformer-based algorithms to automate the detection of data breaches with high precision• Created an advanced semantic search application using LLM-based embeddings and Elasticsearch as a vector database• Implemented ETL pipelines with Elasticsearch to optimize data storage, search, and real-time analytics• Fine-tuned an LLM for a question-answer system, for internal decision-making by providing accurate answers to company-specific queries• Built and deployed RAG application on 80M docs, enhancing retrieval processes using LLama-2 LLM and Elasticsearch• Developed a web application integrating a 70-billion-parameter LLM in offline mode • Designed an automated data summarization tool by fine-tuning multiple LLMs• Developed an image classification application for validation of employee-submitted passport photos, ensuring adherence to company standards • Created a sentiment analysis application to analyze employee sentiments from extensive private company data• Perform real-time ship detection and classification in low visibility • Engineered multiple Python applications and APIs, dashboard creation, leveraging Elasticsearch and PostgreSQL
M Adnan Education Details
Frequently Asked Questions about M Adnan
What company does M Adnan work for?
M Adnan works for Resolve
What is M Adnan's role at the current company?
M Adnan's current role is Machine Learning | NLP | Generative AI | LLMs.
What schools did M Adnan attend?
M Adnan attended Bahria University, The Islamia University Of Bahawalpur.
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