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Ali Nauman

Lahore Punjab, Pakistan

Phone: xxx-xxx-xxxx

Email: xxx@xxxx.xxx



  • Looking For: Data Scientist, Machine Learning Engineer

  • Occupation: IT and Math

  • Degree: Master's Degree

  • Career Level: Experienced

  • Languages: English & Urdu

Career Information:

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Highlights:Masters in Data Science (2018 - 2020) Deputy Convener - Bachelors - NUST Islamabad (2014)

Skills:Python, SQL, R, Machine Learning, Data Science, Artificial Intelligence, Data Analytics

Goal:My career goal is to continue advancing as a Data Scientist, leveraging my expertise in Python, SQL, and cloud services to extract valuable insights from data. I aim to consistently drive innovation and optimization within organizations, as I have done at Turing.com, Seeloz, and Afiniti. I aspire to take on increasingly strategic roles, collaborating with cross-functional teams to shape data-driven decision-making processes. I am committed to staying at the forefront of the field, adopting cutting-edge tools and techniques, and delivering impactful results that contribute to the success and growth of the companies I work for.

Certification:Spark for Machine Learning & AI - LinkedIn Learning Introduction to Machine Learning - Kaggle Introduction to Programming using Python - Kaggle Learning R - LinkedIn Learning The Data Scientist's Toolbox - Coursera Machine Learning A-Z: Hands-On Python & R in Data Science


Experiences:

Data Scientist 04/2022 - 06/2022
Seeloz Inc., , Pakistan
Seeloz is a global leader in supply chain automation and innovator of Autonomous Requirements Planning(ARP). Through artificial intelligence, data science, behavioural learning, and intelligent execution, Seeloz technology is redefining the future of supply chain planning.
? Mine and analyse data from customer repositories to validate and identify useful and interesting patterns. ? Assess the effectiveness and accuracy of new data sources and data gathering techniques. ? Develop ML framework with Python ? Develop custom data models and algorithms to apply to data sets. ? Coordinate with different functional teams to implement models and monitor outcomes. ? R&D towards improving results and removing blocks. ? Develop processes and tools to monitor and analyse model performance and data accuracy.--
Data Scientist-III 06/2022 - current
Turing Enterprises Inc., , Pakistan
Turing is a data-science-driven deep jobs platform helping companies spin up their engineering teams in the cloud at the push of a button. Based in Palo Alto, California, we are a fully remote company of 600+ people who help connect world-class remote software engineers with world-class companies.
? Mine and analyze data from repositories to validate and identify useful and interesting patterns. ? Ensures quality and reliability of data obtained from multiple sources(ensuring that data contains required information for analytics) ? Assess the effectiveness and accuracy of new data sources and data gathering techniques. ? Help to analyze data to make strategic/tactical suggestions making use of data querying languages like SQL and Mode Analytics ? Utilize statistical and analytical methods to provide insights to management and cross-functional teams. ? Perform trend analysis on the data feed and ensure data consistency and data integrity. Identify opportunities to improve processes, operations and strategies ? Provide assistance for tasks like data cleansing, data wrangling, quantitative analysis, and data mining ? Develop processes to monitor and analyze the model performance. This includes validation of data to ensure adequacy and provide recommendations for improvement. ? Provide data-driven recommendations to create and deploy models and improve analytical solutions in Python and making use of Cloud services. ? Provide recommendation of actions by analyzing and interpreting data and making comparative analyses; studying proposed changes in methods ? Create scripts to facilitate data manipulation and analysis. This helps in identifying and solving data-oriented problems. ? Develop visualizations for effective performance monitoring. This gives us a clear idea of how various data models are performing. ? Work alongside product and engineering teams to resolve problems and identify trends and opportunities ? Able to drive successful completion of deliverables and analytic deliverables and drill down on results (problem-solving analysis) and conduct ad-hoc analysis ? R&D towards improving results and removing blocks. ? Work with data querying languages like SQL and scripting languages like Python--
Senior Data Analyst/Engineer 11/2016 - 04/2022
Afiniti, Lahore, Punjab Pakistan
Industry: Artificial Intelligence
Afiniti is the world’s leading applied artificial intelligence and advanced analytics provider. Afiniti Enterprise Behavioral Pairing™ uses artificial intelligence to identify subtle and valuable patterns of human interaction in order to pair individuals on the basis of behavior, leading to more successful interactions and measurable increases in enterprise profitability.
? Utilize advanced mathematical and analytical methods to analyze and report client’s performance to track optimization metrics. ? Perform in-depth analysis of client data to provide key insights to client to improve customer experience using SQL and Python ? Understanding client-site call-flow operations and data work-flows to develop data analytics and integration systems using different datasets on the basis of their processes, number of agents, call volume and other hundreds of parameters to understand the business potential in scope-phase. ? Utilize statistical and analytical methods to provide operational and business insights to management and clients. Perform trend analysis on data feed and ensure data consistency and data integrity. ? Perform exploratory data analysis to develop understanding of data and gauge its accuracy. This further entails in assistance on building predictive models to optimize agent and customer interactions. ? Develop processes to monitor and analyze the model performance. This includes validation of models to ensure adequacy and provide recommendations for improvement. ? Create stored procedures and scripts to facilitate data manipulation and analysis. This helps in identifying and solving data-oriented problems. ? Develop dashboards and visualizations for effective performance monitoring. This gives us a clear idea of how model is performing with results generated on real-time feeds. Advanced Tech Skills & Tools: SQL, Python, R Language, Bayesian Statistics, Machine Learning--

Education:

National University of Science and Technology 08/2010 - 06/2014
Islamabad, Federal Province, Pakistan
Degree: Bachelor's Degree
Major:Information and Communication System Engineering
Computer Engineering Electronics Computer Science


National University of Computer and Emerging Sciences 08/2018 - 07/2021
Lahore, Punjab, Pakistan
Degree: Master's Degree
Major:Data Science
Thesis: Feature Selection - Feature Clustering of Unsupervised Data in Apache SPARK

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