Adam Daniel Effendi

Experience

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  Sichern M.G Global Resources

  Oct 2015 - Dec 2022

  Project Manager

  # Involved with odd jobs and academic writing to assist and consult in improving clients documents and book/article prior to publishing.# Specialized in providing training focusing on data interpretation and analysis. Also, provide Oil and Gas introduction module introducing basic geographical knowledge.# Conduct training for UTP lecturer for PhD studies and develop Design of Experiments (DOE) for Postgraduates and Undergraduates students.# Conduct data interpretation 1-day course on “Basic Statistics with Minitab and Analysis of Collected Data Using Minitab” for Faculty of Engineering and Built Environment, UKM. Show less

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  MatRunner

  Nov 2016 - Mar 2017

  Co-Founder, Manager

  # My job scope requires me to produce ideas and involve in overall decision making. Providing methods or route to grow the company. # Started MatRunner-delivery based tech branding (www.matrunner.com.my) in end of 2016. Pioneering with my team in generating RM205,000 of revenue in the first year with a net profit of RM44,510 in Perak.# Awarded UTP Entrepreneur of the Year (2018) by Universiti Teknologi PETRONAS (UTP) against other entrepreneur and businesses operated by UTP student on that year based on performance and impact to the UTP community and nearby local communities Show less

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  PTTEP

  May 2019 - Dec 2019

  Production Engineering Trainee

  # Asist in day-to-day tasked in ensuring zero discrepancy between data from offshore and HQ. Lead production engineering schematic drawing for ease of reference. Provide Gas Lift design for shallow sea well. Utilized PROSPER and ANNOVA to monitor and cross-check data with real time data.# Work with a drafter to customize the well schematic via AutoCAD. This is to remove unnecessary information and emphasize on the key instrument/part in a well schematic for Deep Sea well for a SPAR rig to that improve schematic interpretation for production engineer. Show less

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  Universiti Teknologi PETRONAS

  Oct 2020 - Dec 2022

  Graduate Research Assistant

  # Structured and design experiments to evaluate the affects of Flip Classroom to engineering students in a fully online learning environment by including SOLO Taxonomy and analyze through SPSS software.# Publicized two ISI Q2 journal (Journal of Petroleum Exploration and Production Technology) article and two conference (International Symposium on Innovative Engineering) papers on EOR and Hydrates.# Proved green alternative as a solution for hydrate inhibition with proven 50% cost reduction. Show less

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  ManpowerGroup Malaysia

  Sept 2022 - Dec 2022

  # Achieve 20+ recruitment to fulfill clients demands. # Utilized hiring platform (Indeed, Monster etc.) for recruiting and acquiring talent to fulfill clients demand.# Undergoes training and development in Human Resource Management (HRM)

  • Talent Acquisition Recruiter

    Nov 2022 - Dec 2022

  • Associate

    Sept 2022 - Nov 2022
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  Universiti Teknologi PETRONAS

  Feb 2023 - May 2023

  Researcher

  # Develop methodology design based on RSM to evaluate Oil Based Fluid in HPHT environment.# Supervise and manage Postgraduate students on their research (develop methodology etc.)# Coordinate with technologist and supervisor, and troubleshoot issues arises throughout the experiments

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  PETRONAS

  Apr 2023 - May 2023

  Process and Pipeline Engineer

  # Conducted thorough analysis of P&ID piping system for Gas Metering Station and nearby location, resulting in improved efficiency and safety. Draft and draw Gas Metering Station for the initial review based on prior design using AutoCAD.# Provided vital administrative support to Project Manager and Project Engineer using AutoCAD and other software tools, ensuring smooth and efficient project progress.# Successfully navigated complex project implementation, managing contractor meetings and adhering to local and international guidelines to achieve project goals. Show less

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  AEM Energy Solutions Sdn Bhd

  May 2023 - now

  Project: Geology and Geophysics (GnG) ETL on Mudlog | October 2024 – PresentRole: Project Lead, SME & Data Scientist# Led a team to extract and structure Mudlogging data from over 12,000 unstructured documents for ingestion into the Upstream Data Platform (UDP).# Deployed machine learning (ML) solutions using computer vision (CV) to detect and extract relevant document sections, streamlining the process.# Trained and developed ML models to ensure high accuracy and efficiency in data extraction.Project: International Asset ETL (Argentina) - Surface and Subsurface Assets | May 2024 – PresentRole: Data Scientist & SME# Developed a translation pipeline for 9,000+ documents to enable ingestion into the client’s environment, integrating Large Language Models (LLM) with ETL processes.# Led metadata extraction to improve retrieval accuracy and ensure compliance with PETRONAS data governance policies.# Optimized data lifecycle management, focusing on governance and metadata precision.Project: Generative AI for Engineering | April 2024 – PresentRole: Data Scientist# Developed a Retrieval-Augmented Generation (RAG) script utilizing LangChain to enhance R&D and enterprise data retrieval for engineering queries.# Improved data retrieval efficiency, streamlining access to critical datasets.# Built a CNN-based NLP model for well string tool classification, processing over 500,000 rows.Project: JV AFE Predictive Model Enhancement | November 2023 – October 2024Role: Data Analyst – SME in Petroleum Engineering# Conducted Exploratory Data Analysis (EDA) on 27 drilling datasets with over 100,000 rows, applying PCA and Regression Analysis to identify key variables.# Developed predictive models to forecast well costs and well days, aligning with financial forecasting and data governance standards. Show less Project: SRDH for CCS Data Input and Storage Development PlanRole: Team Lead # Lead the Stranded Data Recovery & Hygiene (SRDH) for Carbon Capture Storage (CCS) team. Analyse over 6000+ documents that amount to more than 500,000+ pages of data for data extraction and ingestion. ETL process flow was adopted.# Manage both data assessment, data extraction and data loading into PETRONAS UDP for user to utilize for RE and Petrophysics work.Project: TDM A.I ModelingRole: Project Manager # Act as intermediary between AEM principals and Hibiscus for A.I Reservoir Engineering tool. Ensure the communication between the principals and client and conveyed properly.# Ensure the stakeholder understood the task and scope agreed during the contract stage.# Set-up discussion and training session between client and principals for knowledge transfer intiative Show less

  • PE Data Analyst - Subject Matter Expert (SME)

    Mar 2024 - now

  • PE Data Analyst

    May 2023 - Mar 2024