MUHAMMAD USMAN
Karachi,SD
Summary
A highly motivated data scientist with expertise in computer vision, generative AI, LLMs, NLP, and analytics. Experienced in developing and implementing cutting-edge AI solutions to drive business growth and success. Skilled data scientist with proven expertise in machine learning, statistical analysis, and data visualization. Strong emphasis on team collaboration and delivering impactful results. Capable of adapting to changing project needs and reliable in high-pressure environments. Known for analytical thinking, problem-solving abilities, and effective communication skills.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Senior Data Scientist
Venture Dive
12.2023 - Current
- Working with cutting-edge AI/ML technologies, specializing in Large Language Models (LLMS), Generative AI stable diffusion models, and RAGs-based LLM chat bots
- Proficiently designing and deploying solutions, utilizing Amazon Bedrock and AzureML for MLOps and LLMOps
- Leveraging advanced AI capabilities to drive innovation and develop state-of-the-art solutions
- Demonstrating adaptability and a commitment to staying at the forefront of AI/ML advancements
Data Scientist
Habib Bank Limited
02.2022 - 12.2023
- Working on innovative AI/ML solutions, including:
- OCR solution for ID cards
- Recommendation system for bank products
- Probability of default model for loans
- Analysis for potential prestige customers
- Sentiment analysis for customer service
- Built successful web applications and Flask APIs
Data Scientist Grade - 1
VAPORVM
05.2021 - 01.2022
- Designing and implementing data pipelines for data extraction from various sources
- Automating data processing to streamline work and improve efficiency
- Developing reports to present data insights and visualizations to stakeholders
- Collaborating with clients to understand their data requirements and providing tailored solutions
- Writing scripts to automate data processing tasks
Data Scientist
XALOON
12.2020 - 05.2021
- As a Computer Vision expert:
- Developed mobile app feature for virtual try-on of makeup and hairstyles including beard and mustache styles
- Implemented computer vision techniques for realistic virtual make-up and hairstyling experiences
- Worked with the product and design team to meet user needs and expectations
- Conducted user testing and made improvements based on feedback
- Assisted in overall development of mobile app for user-friendliness and effectiveness
Junior Data Scientist
CAREERMAP.PK
01.2020 - 12.2020
- Charting a clear path to career fulfillment with data-driven insights - developed a content-based recommendation system to help users discover their ideal career path based on both their background and interests
Education
Bachelor of Software Engineering -
Bahria University Karachi Campus
Karachi, SD01.2020
Skills
- Computer Vision
- Natural Language Processing (NLP)
- GANs
- LLMs
- Diffusion Models
- SQL
- AzureML
- AWS Bedrock
- AWS SageMaker
- Machine Learning
- Big Data Analytics
- Reinforcement Learning
- Deep learning
- Time-series analysis
- Business Forecasting
- Data science research methods
- Data-driven decision-making
- Analytical Thinking
- Data Governance
- Cloud Computing
Certification
- Machine learning Specialization (Deeplearning.Ai)
- Deep learning Specialization (Deeplearning.Ai)
- Introduction to Data Science (IBM)
- Applied Data Science Specialization (IBM)
- IBM Data Science Specialization (IBM)
- LangChain for LLM Development (Deeplearning.Ai)
- Generative Adversarial Networks (GANs) Specialization (Deeplearning.Ai)
Accomplishments
- Increased Revenue by 46% for 9 HBL Branches
- Automated Demand Forecasting for Unilever's Production Cycle
- Supported Flock AI in Virtual Try-On Solutions
Timeline
Senior Data Scientist
Venture Dive
12.2023 - Current
Data Scientist
Habib Bank Limited
02.2022 - 12.2023
Data Scientist Grade - 1
VAPORVM
05.2021 - 01.2022
Data Scientist
XALOON
12.2020 - 05.2021
Junior Data Scientist
CAREERMAP.PK
01.2020 - 12.2020
Bachelor of Software Engineering -
Bahria University Karachi Campus
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