Muhammad Ismail Email & Phone Number

Indonesia

Indonesia

Surabaya, East Java, Indonesia

PT Samarta is a company appointed by the UK Embassy to run road safety projects in two major Indonesian cities Surabaya and Makassar. The project also collaborates with 3 NGOs WRI Indonesia, Vital Strategies, and ARUP in partnership with Bloomberg Philanthropies Initiative for Global Road Safety (BIGRS). The output of this project is an analysis of accidents in the two cities and a renewable solution from the integration of the four public institutions.● Recap data on vehicle accidents in Surabaya city from the 2019-2024 semester 1 period consisting of 10,000+ cases with 3 categorizations of minor, severe, and fatal accidents.● Coordinated with 4 public agencies BPBD, Jasa Raharja, Dishub, and Polsek to obtain data related to road crash accident handling solutions.● Perform feature engineering and imputation of missing data in 4 columns which will then be used by the analyst team to analyze the data.

Surabaya, East Java, Indonesia

● Developed a transformer 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 with 5+ transformers to measure the performance of the developed transformers in detecting anomalies, including TimesNet, FEDFormer, Non-Stationary Transformer, Autoformer, Meta Transformers Network, etc.

Surabaya, East Java, 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 one month 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.

Jakarta Utara, Jakarta Raya, Indonesia

● 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 the Next and Node 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 then deployed using Cloud Run utilizing Docker Image.

Surabaya, East Java, 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.

Surabaya, East Java, Indonesia

● Assisted 12 student exchange students from France and Russia in introducing the culture in ITS informatics engineering, engaging them in 3+ activities within ITS including sports day and bonding night, addressing their concerns to the department.● Served with 2+ external visits from ITS Global Engagement to introduce activities and laboratories in ITS informatics engineering with 5+ participants from Vietnam, Malaysia, and Thailand.

Surabaya, East Java, Indonesia

● Assisted in recapitulating 20+ ITS informatics engineering department alumni data from 2017 onwards.● Supported in the running of 3+ exposure activities by being a master of ceremonies, delegator, or being a senior companion in setting up the activities.

Surabaya, East Java, Indonesia

● Collaborated with the 2 HDE divisions to hold a weekly meet to discuss the activities being carried out so that it runs efficiently● Recorded 20+ MoM which were distributed to each division in HDE to determine the objectives and execution of activities to be carried out● Organize the recording of activity report proposals and accountability for the 3+ activities held by HDE● Managed the running of the E-Sport Diesnatalis activity which was attended by 8 faculties in ITS and consisted of 75+ ITS student participants

Surabaya, East Java, Indonesia

● Directed the coordination of Schematics ITS 2022 publications to get 1000+ participating teams in NLC and NPC competition activities and 2000+ webinar and concert participants from NST and REEVA● Managed publication on 6 provinces in Java and 3 big cities outside Java, Including Medan, Denpasar, and Balikpapan ● Established a regional person in charge of each schematics committee in order to announce the event in their regions

Surabaya, East Java, 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 AR 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%

Surabaya, East Java, Indonesia

● Developed 3 puzzle games that will be used for Schematics NLC 2021 competition which is attended by 300+ teams and 1000+ participants● Coordinated with 5 game developers who use unity tools and C# programming language in their game development.● Monitored on the day of the Schematics NLC which took 7+ hours from the qualification round to the final until awarding night.

Bachelor'S Degree, Informatics, 3.65/4.00 (Cum Laude)

Thesis = Memorable Anomaly Election Learning (MAELNET) : Multivariate Time Series Data Anomaly Detection Using Dual-Net Transformer.

Sustainable Development

Tianjin University Sustainable Development and Global Competency Virtual Summer School Program

Data Science

Independent Study From MBKM Program

Full Stack Developer

HMS Bootcamp Full Stack Developer Batch-1

Natural Science Student