I am currently designing and implementing a multistage, session-based recommendation system that leverages both image and textual data for personalized recommendations. Using the NVIDIA Merlin ecosystem, I integrate advanced deep learning models and GPU acceleration to optimize and scale recommendation workflows efficiently.

During my this job I develop machine learning solutions foresteemed companies in Pakistan, collaborating with processengineering teams to refine and augment their manufacturingprocesses or pipelines.
I analyze operational technology(OT) datafrom various sources like SCADA, PLC, and sensors within the Azure environment.
I implement various time series and causal machine learning models using Python.
Additionally, I deploy solutions using Azure and offer backend support for dashboard creation in PowerBI.
I have hands on experience on Azur ML studio. Azure Data explorer, git, Azure VM, Azure Function, Azure Blob Storage, Sql

Utilized AWS to construct a Data Lake employing Lambda Functions and JAM Jobs, along with SQL queries in Redshift and Oracle.Additionally, contributed to their data science platform, employingPython to develop Classification, Regression, and Time SeriesModels for product enhancement. Also buildsworkflows for financial processes in Alteryx. i was also part of  Internship program at Odyssey Analytics.

Engaged in Computer Vision projects specifically related to Agriculture domain. I worked on Satellite imagery data to identify the Crops and their deseases.

During my tenure at this startup, I engaged in various projectsencompassing Deep Learning, Machine Learning, Computer Vision,Semantic Segmentation, Multi-class problem solving, Regression,and Classification, utilizing tools like Pandas, TensorFlow, andPyTorch. Notably, one project involved Road Lane Detectionemploying polygon shapes.

Demonstrated proficiency in crafting compelling and flawlesscontent through adept writing, editing, and proofreading abilities.Efficiently juggled multiple deadlines while organizing researchmaterials for machine learning proposals and assignments.Conducted comprehensive research on assigned topics to ensurethorough understanding and accuracy

Work as a Computer Science Lecturer. I taught BS(hons.) IT, Computer science Major subjects (OOP, Data Structures, Distributed Database, Digital age Processing, Operating Systems) and also take Minor sujects of other Applied Science Diciplines. 
Also part of Online College Admission Team at Directoraite Of Punjab Institute, Lahore.
As well Develop College Library Databse for this College.
Aslo Part of Organizer team for conduction International Applied Science Conference, 2019.

Work as a Computer Science Lecturer. I taught BS(hons.) IT, Computer science Major subjects (OOP, Digital Logic and Design, Introduction to Computer Fundamentals, Software Engineering, Web Programming) and also take Minor sujects of other Applied Science Diciplines. 
Also part of Online College Admission Team at Directoraite Of Punjab Institute, Lahore.
As well aslo Part of Organizer team and Team that presents tribute to Woman on Women Day 8, March 2018 at international level in Ceremony Conducted in Al Humra Hall by the cureent Punjab Governoment.