Result-oriented professional with extensive experience in software development, data science, and machine learning across various industries including retail, oil and gas, and finance.Expertise in developing and deploying machine learning models to optimize pricing strategies, demand forecasting, and customer segmentation, driving strategic decision-making in the retail sector.Expertise in identifying & developing innovative and out-of-the-box analytical solutions using suitable machine learning algorithms and statistical methods to achieve actionable insights & optimize business decisions.Experience with AWS services, CI/CD pipelines, and big data technologies like Hadoop and Spark, ensuring efficient data processing and deployment.Skilled in creating interactive dashboards with Power BI and Tableau, providing real-time insights to business stakeholders for informed decision-making.Excels in .NET technologies, with a track record of developing and supporting applications for customer relationship management, stock management, and HR systems. Capabilities in influencing the strategic direction of the company by identifying opportunities in large, rich data sets and creating and implementing data-driven strategies that fuel growth including revenue and profits.A collaborative leader with exceptional attention to detail, continuously staying updated with the latest industry trends to drive innovation and maintain a competitive edge.
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Lead Data Scientist - AimlArmadio Jul 2020 - Oct 2024Abu Dhabi, Abu Dhabi Emirate, United Arab EmiratesLeveraging advanced AI research methodologies, statistical methods, and machine learning algorithms to analyze extensive Sales, retail, Robotics Operations, finance datasets, generating actionable insights that drive strategic decision-making and improve business outcomes.Developing and refining predictive models for optimizing pricing strategies, demand forecasting, inventory management, and customer segmentation to boost operational efficiency.Collaborating with business stakeholders to pinpoint key challenges and opportunities in the retail sector, finance and Sales, transforming these insights into effective, data-driven solutions.Designing and implementing scalable machine learning pipelines, covering data preprocessing, feature engineering, model training, and deployment to enhance operational workflows.Conducting comprehensive model evaluations, including A/B testing, and iteratively improve model performance to ensure accuracy and effectiveness.Analyzing and forecasting Robotics and sensors logs data using advanced neural networks and state-of-the-art AI technologies such as NLP, RAG, and BERT models.Analyzing and forecasting sales, retails,robotics operations and financial data using LLM models like LLAMA3, GPT4, advanced neural networks and state-of-the-art AI technologies such as NLP, RAG, and BERT models. Experience with AWS and Google Cloud Platform, including model deployment, data pipeline creation, and MLOps. Familiar with cloud-based machine learning services and able to adapt to Azure ML and Databricks
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Senior ConsultantOkool Jun 2017 - Jun 2020Led a team of data analysts in optimizing oil and gas operations by implementing data-driven strategies.Created machine learning models for predictive maintenance and anomaly detection, leading to significant improvements in operational efficiency.Leveraged AWS services to handle large-scale data processing, ensuring both scalability and reliability of data operations.Implemented CI/CD pipelines to enhance the efficiency of continuous integration and deployment processes.Applied NLP-based analysis using advanced LLM techniques to gain deeper insights from complex data sets.Analyzed and forecasted oil and gas drilling sensor data, machine logs, and geological data using sophisticated neural networks and AI technologies, including NLP, RAG, and BERT models.Developing and implementing global and functional performance management scorecards.Championing data governance and insights-driven decision-making across the organization.Managing and mentoring a global team, fostering a culture of continuous learning.Ensured solutions adhered to business rules and industry standards, which improved accuracy in anomaly detection by 50% and cut maintenance activities by 50%.
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Business ConsultantTech Mahindra Jun 2016 - Feb 2017Analyzed customer data to enhance profitability and drive improved business outcomes; developed predictive models to estimate customer rebooking likelihood, aiding in targeted marketing initiatives.Employed big data analytics to devise strategic business solutions and optimize operational efficiency.Utilized Power BI for effective data visualization, providing clear and actionable insights to support informed decision-making.Forecasted sales and logistics data for a manufacturing company using advanced machine learning and deep learning models.Successfully established a data-driven culture leading to enhanced decision-making across the organization.Leveraged advanced analytics to deliver strategic business solutions, resulting in a 25% reduction in expenses and a 15% increase in sales.
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Senior AssociateCognizant Technology Solution Mar 2012 - Apr 2016Developed models for banking and financial stock management to enhance operational efficiency.Streamlined healthcare and insurance processes, improved overall workflow and service delivery; implemented robust testing frameworks to ensure the reliability and stability of applications.Simplified patient healthcare information management processes, improved data handling and accessibility.Leveraged machine learning to analyze cyber threat data, developed predictive models, and provided actionable insights to enhance organizational cybersecurity and resilience.Developed robust analytics frameworks that significantly improved reporting accuracy and efficiency.Streamlined the process for managing patient healthcare information, which reduced lab response time by 25%.
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Module LeadMphasis Nov 2009 - Feb 2012Chennai, Tamil Nadu, IndiaKey Result Areas: Designed web services and maintained detailed architecture documentation tofacilitate development and support. Implemented automated testing protocols to enhance code coverage andensure high software quality. Developed and maintained applications for customer relationship and creditinformation management, collaborating closely with clients to meet evolvingrequirements using Agile methodologies.Highlight: Led a team of software engineers, achieved a 40% reduction in developmenttime through effective project management and mentoring. -
Senior Software EngineerHexaware Technologies Sep 2007 - Nov 2009Chennai, Tamil Nadu, IndiaKey Result Areas: Developed HR and stock management systems to boost organizational efficiencyand streamline processes. Designed and implemented web and desktop applications using .NETtechnologies and MSSQL Server to enhance system functionality. Automated bulk data uploading and stock allocation processes, significantlyimproving operational efficiency. -
Software EngineerIntek Systems Pvt Ltd Mar 2006 - Aug 2007MaldivesI have a track record of developing automated scripts that streamline routinetasks, significantly reducing manual effort and enhancing operational efficiency. I am proficient in developing REST- APIs and implementing robust authenticationprotocols like OAuth to securely expose data to clients while prioritizing datasecurity. In my role, I have prepared web applications for presentation to clients, ensuringthey meet high-quality standards and are ready for client-facing interactions. I am dedicated to maintaining quality control through activities such asintegration testing and conducting thorough code reviews to ensure code qualityand reliability
Siva Raj Education Details
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Sri Subramanya College Of Engg. And TechComputer Science
Frequently Asked Questions about Siva Raj
What is Siva Raj's role at the current company?
Siva Raj's current role is Lead Data Scientist @ Armadio | Advanced AI Research, Machine Learning.
What schools did Siva Raj attend?
Siva Raj attended Sri Subramanya College Of Engg. And Tech.
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