AI Solutions

As a Lead Data Scientist at IntegrationXperts Pvt Ltd, I led the development and deployment of groundbreaking AI-driven solutions, transforming business operations across diverse industries. Key highlights include:SenseR – A Scalable Real-Time Video Analytics ProductConceptualized and delivered a cutting-edge product for sectors like Retail, Manufacturing, Healthcare, Energy, and Construction.Integrated advanced AI features, including:Customer Behavior Insights (e.g., footfall analysis, heat mapping).Process Automation (e.g., anomaly detection, workstation monitoring).AI-Powered Video Processing (e.g., real-time face recognition, pose estimation).Achieved commercial success with deployments for 10+ major brands, including:Ideas: Managed a system with 500+ cameras across 100+ stores, operational for 3+ years.Delivered tailored POCs for Engro, Chase Up, and Beechtree, among others.Expanded to the USA gas station industry, conducting international POCs showcasing global adaptability.Optimized deployments for legacy systems and Nvidia RTX 3080 GPUs, ensuring scalability.Omni-Channel Customer Journey Tracing SystemDeveloped a unified customer journey mapping solution for a leading motorcycle brand in Pakistan.Integrated diverse touchpoints, including B2B platforms, customer care, websites, mobile apps, and surveys.Designed adapters for seamless data extraction from Oracle EBS and SAP ERP systems.Built and managed ETL pipelines in Azure Data Lake, enabling advanced analytics and real-time dashboarding with Power BI.Technology ExpertiseAI/ML Tools: PyTorch, TensorFlow, OpenCV.Programming: Python, SQL, Pandas.Cloud & Data: Azure, Azure Data Lake.Deployment: Linux (Ubuntu, Suse), Nvidia GPUs.Front-End Development: Angular, React, FastAPI, React Native.Hardware: Dome and fisheye cameras.These initiatives reflect my ability to drive innovation, optimize processes, and deliver scalable AI solutions that add measurable value.

• Co-founded Next Generation Analytics, a professional training institute specializing in cutting-edge AI and data-driven technologies.• Successfully trained over 260 students in highly sought-after fields, including:o Data Science and Machine Learningo Big Data Analyticso Deep Learning for Vision and Texto Data Analysis and Business Intelligence• Designed and delivered comprehensive training programs, combining theoretical knowledge with hands-on, industry-relevant projects.• Fostered partnerships and built a reputation for excellence, positioning the institute as a leader in advanced analytics education in Karachi.• Mentored students and professionals to equip them with practical skills, preparing them for successful careers in the AI and data domains. Tools and Technologies: Python, TensorFlow, Hadoop, SQL, Tableau, Power BI, Keras

Key Achievements and Contributions:• Developed a Minimum Viable Product (MVP) for Supply Chain Analytics, focusing on Forecasting and Inventory Optimization to streamline operations and improve decision-making.• Designed and implemented advanced forecasting models utilizing techniques such as:o Time Series Analysis: ARIMA, ETS, Prophet, Gradient Boosting for Time Series Forecasting.o Deep Learning: Leveraged state-of-the-art methods for predictive accuracy in the context of M4 and M5 Forecasting Competitions.o Reinforcement Learning: Applied OpenAI Gym to optimize supply chain decisions through simulation-based approaches.• Developed economic models to address single-echelon inventory optimization, factoring in promotional effects and cannibalization for better inventory planning.• Integrated data visualization and reporting tools such as Tableau and Power BI, enabling clear communication of insights and fostering data-driven decision-making.• Automated workflows using Python and Excel, significantly enhancing efficiency and reducing manual effort in data processing and analysis.Tools and Technologies: Python, Pandas, R, Plotly, Tableau, Power BI, OpenAI Gym, Excel, Time Series Analysis Tools.

Taught following courses to MS, Computer Science and MS, Data Science students.• Cloud Computing (MSCS).• Big Data Analytics (MSCS).• Tools and techniques of Data Science (MSDS 2020).• Business Intelligence (MSDS 2020).• Time Series Analysis (MSDS 2019).Tools and Technologies: Python, R, Hadoop, Spark.

Data Integration Expert : Extract data from Oracle EBS and SAP and make them ready for feed into Machine Learning / Data Science algorithm after validationMaster data model to unify multiple ERPsData ScientistOpen AI gym simulation for Multi echelon Inventory Optimization problem using reinforcement learningBert based model for Legal documents risk analsisResearch for advance deep learning based time series algorithm for supply chain domain (Glounts and like). Traditional algorithms were already applied by our team (arima, exponential smoothing)

Fall 2017Machine Learning Masters Coursehttps://www.facebook.com/groups/1932685553639646/Cloud Computing Masters Coursehttps://www.facebook.com/groups/477540142616550/Spring 2018Big data Analytics Masters Course

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