Ali Sarfraz Email & Phone Number

New York City Metropolitan Area

Houston, Texas, United States

• Developed neural network based forecasting models for power consumption and peak demand for ~800 oil wells• Built pipelines to test the utility of automated feature selection & optimization functionalities of DataRobot for energy forecasting• Leveraged high frequency data to perform comparative analysis on power plans, identifying $2MM/annum cost saving opportunity• Set up data ingestion pipeline on Snowflake using Azure functions, and wrote SQL routines for data preprocessing and integrity validation through Snowpark API• Developed interactive Power BI dashboards track energy KPIs including production efficiency and peak demand frequency• Wrote several web scrapping scripts using BeautifulSoup and SeleniumTime Series Analysis & Forecasting | Tensorflow | Snowflake | Python | MSSQL | PowerBI | Project Management | Data Pipelines

Tempe, Arizona, United States

Investigating process-structure-property linkages in additive manufacturing systems using a data science workflow• Microstructure Semantic Segmentation: Applied Gamma correction to image dataset; performed dataset augmentation; implemented and tuned image segmentation model for microstructure phase classification using a Convolutional Neural Network (UNet architecture) with IOU score 0.77; computed two-point statistics of segmented images for PCA analysis• Phase Retrieval: Performed a comparative study on the performance of Hybrid Input-Output and prDEEP algorithms for microstructure image reconstruction from phase data• Microstructure evolution: Developed and implemented a two stage deep generative model to create novel microstructure sequences; implemented on PyTorch and trained on ASU high performance computing cluster• Self-healing materials: Implemented hybrid LSTM-GAN model which uses transfer learning to discover novel self-healing materials Key Skills: TensorFlow | Pytorch | Computer Vision | Image Segmentation | Generative Adversarial Networks | Transformers | Variational Autoencoder | LSTM | Streaming Analytics | High Performance Computing | Bash Scripts

Lahore, Punjab, Pakistan

Managed complete technical scope for development of SMART P&IDs on AVEVA P&ID, for multiple oil refineries.• Developed schedule, quality control documents, templates and training plan• Oversaw development and approval of As-Built drawings• Prepared team training plans for for AVEVA P&IDKey Skills: Project Management | Quality Assurance | Training | Team Management

Rawalpindi, Punjab, Pakistan

Performed fitness for service assessment for 30,000 meter cube storage tank at fertilizer plant site. Conducted Level 2 and Level 3 assessment (finite element analysis) on 3D model of tank by modelling pitting corrosion in accordance with ASME 579.Key Skills: Finite Element Modelling | Fracture Mechanics | Non-destructive Testing | Data Analysis

Islāmābād, Pakistan

Worked within a multifunctional team to develop piping deliverables while ensuring compliance with codes and standards (ASME, ANSI, Shell DEPs, JPEPs etc.)• Routinely Prepared Technical Documents including BOQs, MTOs & Isometric Drawings• Conducted thermal and sustained stress analysis studies for pipelines (buried, surface laid and elevated) and piping critical lines using CAESAR II, and developed stress reports, including piping support/spring hanger and layout recommendations.• Conducted Nozzle compliance analysis as per WRC-107/297• Prepared datasheets for piping special items (e.g. special tees, steam traps, sight glass etc.)Projects worked on include:OMV: Miano-18, Miano-19 and Miano-22 Wellheads; ME-03 Compressor station.United Energy Pakistan: Mitha 1 Wellhead. .PARCO: MFM Mogas Project (TS-3, Faisalabad & TS-4, Machike) Detailed Engineering.SDX Morocco pipeline costing study (300km+ onshore pipeline).New White Oil Terminal At Dukem, Ethiopia (FEED).Key Skills: Project Management | Engineering Design | Project Execution | Quality Assurance | Engineering Drawings | Stress Analysis | Code Compliance | AutoCAD | Front-end Engineering Design

Islāmābād, Pakistan

As a Design Engineer, drafted technical documents and worked closely with different stakeholders (management, vendors, consultants) in selection and compliance of HVAC equipment for multi-floor projects• Drafted piping systems (for construction and demolition) as well as multi-view As-built drawings of HVAC systems.• Conducted sizing and selection analysis for chilled water systems, AHUs, FCUs, exhaust/supply fans, pump systems (including pump head loss calculations) .• Routinely prepared technical documents: BOQs, specifications, shop drawings, technical compliance.• Performed accurate static pressure calculations for supply, return and exhaust ductwork• Conducted failure mode and effect analysis (FMEA) in lieu of operating conditions• Reviewed project shop drawingsWorked on more than 25 projects. Major ones include:Telenor Margalla Building, Islamabad (1340 TR).Shifa Hospital, Islamabad (1000 TR).Burn and Trauma Center, Peshawar (740 TR).Fauji Foundation Hospital, Rawalpindi (366 TR).Key Skills : Equipment Selection [Hi-Toolkit (Hitachi), TOPSS (Trane), Panasonic Sanyo] | Autocad MEP | Trace 700 | Layout Design | FMEA | Reliability Analysis | Health & Safety | Load Calculation | Project Management | Quality Inspection | Technical Sales

Lahore, Punjab, Pakistan

Worked on PPL LPG/NGL Recovery Plant III Project in Adhi, Pakistan.• Drafted piping layouts and isometric drawings• Identified critical lines and conducted stress analysis on CAESAR II• Worked on drafting technical documents including BOQ and MTO• Ensured code compliance in through all stages of design process (ASME B31.3/ ASME B16.5)• Coordinated with civil, process and equipment departments, as well as an on-site teamKey Skills: Technical Report Writing | Engineering Design |Quality Assurance | Engineering Drawings | Stress Analysis | Code Compliance | CAESAR II

Master Of Science - Ms, Industrial Engineering

Data Science and Statistics Concentration

Master Of Science (Msc), Mechanical Engineering

Mechanical Design

Bachelor Of Engineering (Be), Mechanical Engineering