AWS Certified Solutions Architect - Associate

VP Web Development

B.Sc.

Master of Software Systems

Analyzed in-line inspection results for pipelines to find critical anomalies that needed excavation and repair. Improved the accuracy of excavation coordinates by fusing in-line inspection data with location data.

Mechanical Engineer (Intern)

Helped students understand and solve calculus problems at Math Learning Center

Mathematics Tutor

Developed cloud detection algorithms using Convolutional Neural Networks. Collected data, developed, trained, and evaluated models & set up a elastic training pipeline using GPUs backed by AWS Batch.

Developed architecture and workflows for automatically calibrating earth observation sensors. Created edge detection algorithm to support calibration.

Organized and facilitated Scrum ceremonies and helped the team improve processes as the ScrumMaster.

Sr. Software Engineer

Co-founded a nutrition planning web and mobile app company that reached thousands of users and employed 20+ people. Hired, trained and led the engineering team, developed and operated backend APIs and web user interface.

Co-Founder / Software Engineer

Implemented image processing algorithms, developed a QA UI and improved performance using multiprocessing to create the system that generated the world's first full-colour HD videos of Earth from space.

Improved UI for public-facing satellite imagery distribution platform to make it easier to find imagery and view metadata. Developed onboarding functionality to get users to start using APIs faster and more easily. Collected user metrics and created dashboards.

Created cloud infrastructure, CICD, API and UI frameworks and standards. Developed order management system and other internal tools.

Software Engineer

Built a new team of 6 to develop ML-enabled satellite imagery applications for environmental monitoring and border security.

Led the release of a new satellite imagery mosaicing service by coordinating tasks across three teams. Developed horizontal scaling for mosaicing service.

Technical Manager

Worked on attitude and ephemeris processing of UrtheCast's First Generation Theia and Iris sensors. Developed the Level-0 Ancillary Processor from scratch.

Software Engineer (Coop)

Led a team to develop a system for preparing satellite data for analytics and develop machine-learning enabled applications of Earth Observation Imagery.

Developed infrastructure, architecture and algorithms for Analytics Ready Data system for Earth Observation imagery to perform Atmospheric, BRDF and Terrain Correction and detect clouds, shadows and haze. Normalized imagery from SAR and Optical sensors to make it easier to perform analytics on satellite data.

Developed CNN models for cloud, shadow & haze detection in satellite imagery. Collected & preprocessed data, improved training pipeline and models, ran experiments and evaluated results.

Reviewed and provided guidance for machine learning projects performing soil moisture estimation & ship detection.

Staff Software Engineer

Foundry: Created a product that allows labeling NLP, vision and multi-modal data using foundation models. Played a key role working with product team, architecting, building from zero to launch.

Model fine-tuning: Led the development of fine-tuning capability, allow customers to tailor models with their own data with a few clicks.

Label quality tools: Developed tools to measure and improve label quality using LLM-as-a-judge, IRR metrics and fine-tuned models.

AI interviewer: enhanced AI powered interview experience and automated the evaluation of AI interviews including detecting fraud.

Agent trajectory editor: Working on tools to create training and evaluation data for LLM agents.

Solopreneur

AI Solopreneur

Know about Ibrahim Muhammad's work experience, education, bootcamps, certifications, and much more. Ibrahim Muhammad