Muhammad Ismail

Research Assitant (AI Engineer)

Department of Informatics ITS•  September 2023 - August 2024•  Surabaya, Indonesia

Developed a transformer-based model to detect anomalies in time series data by applying ensemble learning and reinforcement learning on 5 datasets: Soil Moisture Active Passive (SMAP), Server Machine Dataset (SMD), Soil and Water Assessment Tool (SWaT), Pooled Server Metrics (PSM), and Mars Science Laboratory (MSL) || Benchmarked 5+ transformer-based models to measure the performance of the developed transformers in detecting anomalies, including TimesNet, FEDFormer, Non-Stationary Transformer, Autoformer, Meta Transformers Network, etc

Data Intelligence

Astra International Tbk•  March 2024 - May 2024•  North Jakarta

Automated data migration from 500+ rows of content table to Google Cloud Storage using Notion API applied to dashboards to view market and creative team performance. || Build a security system to ensure the published performance dashboard can only be accessed by internal people using a website developed using Next js and Node js tech stack. || Developed a chatbot system using Dialogflow CX to improve customer experience on one of the Astra automotive business websites by implementing LLM Gemini which has 80% performance. || Created a prototype website and embedded a chatbot using the Next Js and Bun Js tech stack deployed using Cloud Run utilizing Docker Image

Back-End Engineer

Directorate of Information System and Technology Development ITS -•  August 2023 - December 2023•  Surabaya, Indonesia

Developed 10+ space management module features for reserving rooms in ITS campus using Go programming language, implemented CQRS and DDD architecture design system with 18 tables Database to be managed using Azure Data Studio. || Built 16 RESTful APIs using gorm and gin frameworks, migrated web space management development from Laravel to Go and had 10x faster performance. || Utilized a Version Control System using Git and comitted 15+ features to Bitbucket, managed projects using Jira software in order to project can be monitored properly.

Research Assitant (ERP Developer)

Department of Informatics ITS•  February 2023 - August 2023•  Surabaya, Indonesia

Developed 50+ services in the finance and accounting module as user end-point using RESTful API for financial management of manufacturing companies, creating financial and production cost reports interface linked to 8 main ERP modules based on a onemonth accounting period. || Collaborated with 6 teams in designing a microservices software architecture and application development using Node Js and Next Js based on web platform, increasing flexibility, agility, and scalability in software development by 80% better than monolith architecture . || Applied agile SDLC to address changing stakeholder requirements, conducted meetings with stakeholders twice a week for 2+ hours to discuss feature development.

Research Assistant (Brain Tumor Surgery Helper System Developer)

Department of Informatics ITS•  January 2022 - September 2022•  Surabaya, Indonesia

Provided and maintained the application to have an accuracy of more than 90% in comparing the position of the 3D object of the tumor in augmented reality and the patient's tumor by applying the euclidean distance algorithm || Redesigned the user interface of the application so that doctors can easily understand its use, updating the functional application to have a performance above 80% by creating a local 3D object storage feature by applying unity serialization. || Developed augmented reality technology based on iOS platform using unity tools and ARFoundation library, creating 10+ features that increased the app's operational and time efficiency by 17%

Institut Teknologi Sepuluh Nopember

Informatics, S.Kom•  July 2020 - September 2024•  GPA: 3.65

Head of International Division at HMTC 2023/2024 || Head of Publication at Schematics 2022 || Participant of Tianjin University Sustainable Development and Global Competency Virtual Summer School Program || 2nd Runner Up Indonesia National Student Scientific Week-34 Enterpreneurship Poster Category || 2nd Runner Up International Science and Invention Fair 2021 Organized by IYSA