Building: www.master-ed.comUsing AI to help humans maximize learning outcomesActively developing an innovative AI tool aimed at enhancing educational outcomes for students & teachers:o Empowering students to learn more effectively by offering advanced learning aidso Boosting productivity by assisting with homework, assignments and providing better feedbacko Assisting educators in monitoring learning outcomes to provide more personalized attentiono Establishing robust AI guardrails to ensure the integrity and effectiveness of educational processes

▪ Actively managing my investing and trading accounts, where I target 3% returns per month (on average)▪ Proficient in momentum-based, mean-reverting, and statistical arbitrage strategies for stocks and derivatives▪ Skilled in quantitative techniques (using Excel and Python) to strategize, model and back-test trades

Developed IoT-driven products and processes focused on real-time prognostic health monitoringo Prioritized, implemented and led large-scale cross-functional initiativeso Built data pipelines and predictive models to identify potential failures before they occurred Performed statistical analysis and deployed various machine learning (ML) models Automated data pipeline for predictive maintenance and diagnostic analysiso Developed a suite of products that integrated with SLB's asset mgmt. and maintenance platformso Owned program reporting: deeply engaged with stakeholders to iterate and improve outcomeso Analyzed feedback to propose and drive continuous improvement projectso Contributed to design and engineering improvements aimed at enhancing reliability & service qualityo Led collaboration and integration efforts with external teams from IBM, Samsara, Elemento Achieved $4.5 million in annual cost savings through data-driven initiatives and optimizationso Led worldwide operations, spanning 4 Business Lines and 30 Geo-units.o Hired and mentored a high-performance team of seven engineers and analysts from the ground up.o Won “Performed by SLB" award for innovation and business impact; co-authored an SPE papero Operated in an agile environment ensuring rapid deployment and continuous improvemento Ensured continuous business value by engaging customers throughout their lifecycle: advocacy, development, adoption, and renewalDelivered end-to-end Business Intelligence projects, integrating complex datasets from cross-functional teams across operations, maintenance, supply chain, HSE, finance and personnel domainso Championed customer success by identifying and tackling pain points through scalable toolso Delivered 30+ bespoke BI projects tailored to specific operational needs, enhancing data-driven decision-making capabilities

• Leading the Reliability Support Centre for Schlumberger's Well Construction Division - supporting 4 business lines across 30 geo units worldwide• Aim to improve the reliability of our field assets and reduce cost of service delivery (CoSD).• Analyze data from key business systems (operations, maintenance, finance, HSE) to deliver key insights• Built a KPO Dashboard monitored by leaders from HQ and geo units - tracking 20+ key performance metrics across 'HSE/ SQ', 'Maintenance Efficiency', 'CoSD', 'People' and 'Digital' objectives• Analyze acquisition data from cementing pumps and define logic for anomaly-detection, which trigger automated health alerts• Building PHM models (regression, PCA) to detect early stages of equipment failure• Tools I use: Python, SQL, Excel, PowerBI, Dash

• Managed equipment requirements for 15-20 packages engaged in simultaneous operations• Served as the key node between service delivery, maintenance and reliability teams within Schlumberger • Developed "Asset Portal", an app for the field population to manage asset compliance with HSE requirements• Built tools for asset tracking and maintenance, which improved utilization and lowered turnaround timeo Database included no-code add-ons for data visualization and task automationo Recognized for achieving 0 hours of non-productive time (NPT) in 2019 due to non-availability of equipment

Responsibilities broadly included Job Design & Technical Sales, Strategy and Planning, Field Operations & Logistics, Service Quality ownership & Health, Safety, Environment (HSE) Control, Data Analysis and Reporting.• Key operations and technical role in one of the world's busiest locations for SLB Coiled Tubing• Executed 120+ complex jobs, secured over US$ 50 million revenue with an impeccable service quality record • Pioneered "live descaling" operations worldwide - a safe, efficient approach reducing time & cost by 60%o Secured over US$ 15 million revenue till date; received two awards for innovation and business impacto Designed a robust new fluid system “SuperFOAM”, for cleaning sub-hydrostatic, high temperature wellso Introduced M-I Swaco's PFMS to rig-less operations for sophisticated pressure control & fluid recycling• Experienced in cross-segment operations with wireline, fracturing, cementing, drilling, completions & testing• Recognized by client on multiple occasions for excellence in service delivery

• Led sales, technical and operations efforts for 8 offshore jobs with two producers • Achieved highest-ever monthly revenue for Qatar operations; appreciated by Geomarket management• Resolved several ongoing service quality issues; achieved zero NPT despite downturn-related constraints• Secured contract extension from an existing client; bid successfully for two new contracts with other customers

Product Development, Marketing & Growth, Content

Devised a market-entry strategy for a major UK-based conglomerate based on research in three target geographies

Jointly hosted by The A.I. Lab and The Robot Studio, evaluated the feasibility of designing and manufacturing prototypes of the humanoid project ECCE-Robot using low-cost 3D printing techniques.