Mohammad Heriyanto Email & Phone Number

Banyuwangi, Id

Banyuwangi, East Java, Indonesia

Geoscience Department, Res Def Section - Data & Digital Transformation Team.PT Bumi Suksesindo - PT Merdeka Copper Gold.𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Data Engineer: Import and validate all exploration data into the database. Design and implement real-time database and file management systems, including their monitoring and alerting mechanisms, focusing on automation. Develop and maintain a database of the PT Damai Suksesindo (DSI) Exploration.• Data Analyst:… Show more Geoscience Department, Res Def Section - Data & Digital Transformation Team.PT Bumi Suksesindo - PT Merdeka Copper Gold.𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Data Engineer: Import and validate all exploration data into the database. Design and implement real-time database and file management systems, including their monitoring and alerting mechanisms, focusing on automation. Develop and maintain a database of the PT Damai Suksesindo (DSI) Exploration.• Data Analyst: Conduct exploratory data analysis (EDA), correlation, and causative ML. Visualize raw data, and analyze results through a dashboard, incorporating 3D visualizations.• ML Engineer: Develop geostatistics, machine learning (ML), and deep learning (DL) models for Tujuh Bukit Geoscience Data. Architect a local/private AI data center and deploy various ML models on the infrastructure.• Geophysicist: Geomagnetic [magnetic susceptibility], Direct-Current (DC) Resistivity [conductivity], and Induced-Polarization (IP) [chargeability] methods for targeting drilling locations. Conduct 3D geophysical data inversion and their 3D visualizations.• Supervisor: Ensure all drillcores are processed in sequence in Coreshed. Ensure 50+ crew/operators and 5+ geologists are working safely and according to SOPs.Values: simple, secure, lightweight, and real-time.𝐓𝐞𝐜𝐡 𝐬𝐭𝐚𝐜𝐤: Python, SQL Server, Geobank Mining Software, Power BI, Looker, Orange Data Mining, ioGAS, Leapfrog, and Micromine. Show less

Banyuwangi, East Java, Indonesia

Geoscience Department, Res Def Section - Study Team. PT Bumi Suksesindo - PT Merdeka Copper Gold.𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Data Analyst: Conduct exploratory data analysis (EDA). Visualize raw data, and analyze results through a dashboard.• ML Engineer: machine learning (ML), and deep learning (DL) models for Tujuh Bukit Geoscience Data.• Supervisor: Ensure all drillcores are processed in sequence. Ensure crew and operators are working safely and… Show more Geoscience Department, Res Def Section - Study Team. PT Bumi Suksesindo - PT Merdeka Copper Gold.𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Data Analyst: Conduct exploratory data analysis (EDA). Visualize raw data, and analyze results through a dashboard.• ML Engineer: machine learning (ML), and deep learning (DL) models for Tujuh Bukit Geoscience Data.• Supervisor: Ensure all drillcores are processed in sequence. Ensure crew and operators are working safely and according to SOPs.𝐓𝐞𝐜𝐡 𝐬𝐭𝐚𝐜𝐤: Python, Orange Data Mining, ioGAS, and Leapfrog. Show less

West Jakarta, Jakarta, Indonesia

𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Deployed, maintained and improved Machine Learning (ML) and Deep Learning (DL) systems (Python & C++) in production reliably and efficiently.• Guided new team member and facilitated & supported team to deploy their AI apps in production phase.• Researched and adapted new technologies/tools for integration with other systems and documented & trained them to team.𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:• Developed and installed/deployed traffic counting… Show more 𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Deployed, maintained and improved Machine Learning (ML) and Deep Learning (DL) systems (Python & C++) in production reliably and efficiently.• Guided new team member and facilitated & supported team to deploy their AI apps in production phase.• Researched and adapted new technologies/tools for integration with other systems and documented & trained them to team.𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:• Developed and installed/deployed traffic counting (TC) application version 2 & intelligent traffic monitoring system (occupancy & headway) for customers. • Developed and deployed automatic number plate recognition (ANPR) application version 2 & optical character recognition (OCR) for customers. • Developed and deployed pipeline for interfacing/APIs & bundling AI Apps for production at scale (multi-cctv, multi-apps and multi-clients in edge & data center) and its orchestrations.• Researched people detection for supporting autogate safety. 𝐓𝐞𝐜𝐡 𝐬𝐭𝐚𝐜𝐤: Flask/Crow, MJPEG Streamer (Python & C++), Gstreamer, REST API, Socket Programming (TCP/IP & UDP), Docker, Compose, PostgreSQL, SQLite, GitLab CI/CD, etc. Show less

West Jakarta, Jakarta, Indonesia

𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Researched and developed apps based on deep learning in computer vision for the edge devices (e.g Raspberry Pi, Google Edge TPU USB Accelerator, Google Coral Dev Kit, Nvidia Jetson Nano Dev Kit, Xavier NX Dev Kit, etc).• Collected & labelled dataset, developed supported tools, and standardized internal benchmark, metrics & code for AI tasks. • Developed environment to support developer to do tracked, efficient and accountable… Show more 𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Researched and developed apps based on deep learning in computer vision for the edge devices (e.g Raspberry Pi, Google Edge TPU USB Accelerator, Google Coral Dev Kit, Nvidia Jetson Nano Dev Kit, Xavier NX Dev Kit, etc).• Collected & labelled dataset, developed supported tools, and standardized internal benchmark, metrics & code for AI tasks. • Developed environment to support developer to do tracked, efficient and accountable coding.𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:• Developed and deployed traffic counter (TC) application version 1 in PC for customers.• Maintained automatic licensed plate recognition version 1 (ALPR) application for customers.• Installed estimating dimension application to PC/Jetson Nano.• Developed the object detection application to various edge devices. 𝐓𝐞𝐜𝐡 𝐬𝐭𝐚𝐜𝐤: C++, LibTorch (PyTorch C++ API), TensorFlow Lite C++ API, OpenCV C++ API, Docker, CMake, Make, etc. Show less

Pulogadung, East Jakarta

Researched and developed apps using deep learning in computer vision with Python and C++. Visit our open source project here: https://github.com/Delameta-AI-Research𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:• Developed estimating dimension (length, width and height) of static and moving object from image, video and CCTV.• Developed autonomous PiCar and researched lane navigation.• Developed estimating the vehicle speed from CCTV.• Researched automatic parking space detection… Show more Researched and developed apps using deep learning in computer vision with Python and C++. Visit our open source project here: https://github.com/Delameta-AI-Research𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:• Developed estimating dimension (length, width and height) of static and moving object from image, video and CCTV.• Developed autonomous PiCar and researched lane navigation.• Developed estimating the vehicle speed from CCTV.• Researched automatic parking space detection system.𝐓𝐞𝐜𝐡 𝐬𝐭𝐚𝐜𝐤: Linux, Python, PyTorch, TensorFlow, TensorFlow Lite, Edge TPU Python API, OpenCV Python API, Nvidia CUDA & cudnn, Git, GitLab, GitHub, Data Version Control (DVC), etc. Show less

Greater Jakarta Area, Indonesia

𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Managed and maintained geophysical instrument and (geophysical & computational) laboratory and its administration.• Helped researches about Geophysical Computation in Department of Geophysical Engineering. • Developed and managed geophysical and petroleum department's website (https://geoph.universitaspertamina.ac.id and https://petroleum.universitaspertamina.ac.id).• Helped lecturers in student teaching activities.Helped the… Show more 𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• Managed and maintained geophysical instrument and (geophysical & computational) laboratory and its administration.• Helped researches about Geophysical Computation in Department of Geophysical Engineering. • Developed and managed geophysical and petroleum department's website (https://geoph.universitaspertamina.ac.id and https://petroleum.universitaspertamina.ac.id).• Helped lecturers in student teaching activities.Helped the accreditation team and contributed to get "B" accreditation for Department of Geophysical Engineering at May 21st, 2019 from National Accreditation Agency of Higher Education (BAN PT) [Surat Keputusan BAN-PT No. 1643/SK/BAN-PT/Akred/S/V/2019].𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞𝐝 𝐟𝐨𝐫 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐆𝐞𝐨𝐩𝐡𝐲𝐬𝐢𝐜𝐚𝐥 𝐈𝐧𝐬𝐭𝐫𝐮𝐦𝐞𝐧𝐭𝐬: Gravity [Scintrex CG6], Magnetic [G-856], Resistivity [IRIS Syscal Pro], GPS [Trimble R10], Ground Penetrating Radar [MALA].𝐒𝐮𝐫𝐯𝐞𝐲 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: PP Magnetometer for Andhesit Mining [Sukabumi]; IRIS Syscal Pro for Underwater Exploration [Bogor and Banjarmasin]; GPR MALA for Construction [Jakarta, Makasar, and Manado].𝐏𝐫𝐨𝐣𝐞𝐜𝐭: Cloud Based Seismic Processing [PT. Pertamina RTC]. Show less

Greater Jakarta Area, Indonesia

𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• As laboratory assistant of geophysical & computational laboratory in Department of Geophysical Engineering, Pertamina University. • Managed administration and instrument of geophysical laboratory. • Helped lecturers in student teaching activities. • Helped the assistant professor's researches about geophysics.𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐬: Developing non-seismic modeling and inversion code in C++, Python and MATLAB/Octave and applying… Show more 𝐌𝐚𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:• As laboratory assistant of geophysical & computational laboratory in Department of Geophysical Engineering, Pertamina University. • Managed administration and instrument of geophysical laboratory. • Helped lecturers in student teaching activities. • Helped the assistant professor's researches about geophysics.𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐬: Developing non-seismic modeling and inversion code in C++, Python and MATLAB/Octave and applying to field data (geothermal & mineral). 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞𝐝 𝐟𝐨𝐫 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐆𝐞𝐨𝐩𝐡𝐲𝐬𝐢𝐜𝐚𝐥 𝐈𝐧𝐬𝐭𝐫𝐮𝐦𝐞𝐧𝐭𝐬: Seismic Refraction [Geode 24 Channel], Sonic Viewer [OYO], Magnetotellurics [MTU Phoenix].𝐏𝐫𝐨𝐣𝐞𝐜𝐭: Tomographic Seismic Acquisition and Inversion for Imaging Lower Reservoirs Under Karst Topography [Upskilling 2018]. Show less

Bandung Area, West Java, Indonesia

𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐨𝐮𝐭𝐩𝐮𝐭𝐬:• Researched many geophysical methods and their inversion such as gravity, magnetic, dc resistivity, self-potential, induced-polarization, magnetotellurics, very low frequency, refraction and downhole seismic. • Published and submitted some articles to international & national journal. • Helped 6+ bachelor students, 4+ master students, and 2+ doctoral students to code (in MATLAB) their final projects, theses, and dissertations. • Developed and… Show more 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐨𝐮𝐭𝐩𝐮𝐭𝐬:• Researched many geophysical methods and their inversion such as gravity, magnetic, dc resistivity, self-potential, induced-polarization, magnetotellurics, very low frequency, refraction and downhole seismic. • Published and submitted some articles to international & national journal. • Helped 6+ bachelor students, 4+ master students, and 2+ doctoral students to code (in MATLAB) their final projects, theses, and dissertations. • Developed and managed Modeling and Inversion Lab's website (https://sites.google.com/site/srigutomoitb).𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞𝐝 𝐟𝐨𝐫 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐆𝐞𝐨𝐩𝐡𝐲𝐬𝐢𝐜𝐚𝐥 𝐈𝐧𝐬𝐭𝐫𝐮𝐦𝐞𝐧𝐭𝐬: Gravity [Lacoste&Romberg], Magnetic [G-856], Resistivity [ARES & Geocist], Sonic Viewer [OYO], Self-Potential [Porous Pots], Very Low Frequency [ABEM WADI], and Seismic Downhole.𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: Geophysical Surveys in Pinggirsari Village, Arjasari, Bandung regency, West Java [Lab. Pemodelan dan Inversi 2016] and Development of Continuous Geometry Modeling and Inversion of Self-Potential and DC Resistivity Methods and Their Applications for Investigation of Shallow Hydrological Structures [P3MI Kelompok Keahlian ITB 2017]. Show less

Bachelor’S Degree, Physics (Physics Of Earth And Complex Systems)

Physics of Earth and Complex Systems, Department of Physics, Faculty of Mathematics and Natural Science, Institut Teknologi Bandung. 𝐅𝐢𝐧𝐚𝐥.

Natural Science

Activities and Societies: Scouting (Pramuka), student organization (OSIS) and mosque "takmir". 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐎𝐥𝐲𝐦𝐩𝐢𝐚𝐝𝐬: • 2nd runner-up in OSN.