You will get convert asme, astm, en 13480, din, API, iso, and bsi pd 5500 pdfs to data
Project details
I engineered an automated ETL pipeline that completely eliminates the
need to manually transcribe ASME Sec. VIII corrosion surveys. I wanted
to share the architecture of this solution, as it directly solves the
bottleneck of extracting tabular UT data from complex, unstructured
PDF reports.
Example:
Instead of relying on manual data entry, the pipeline uses a direct
text-extraction layer to read the raw document structure, followed by
multi-line regular expressions to programmatically isolate and parse
individual CML blocks from the unstructured text stream.
Automated Metrics Engine: It dynamically calculates "Service Life" and
"Calculated LTCR", while automatically mapping "UG45 Table Values"
based on the equipment's Outside Diameter.
Logic & Status Routing: The system programmatically evaluates the
current minimum thickness against Tmin and CA Thresholds. It uses this
logic to automatically assign risk statuses like "CRITICAL", "UG45
CRITICAL", or "CAUTION", removing the need for manual judgment calls.
Validated Export Generation: The final dataset is exported directly
into Excel.
Note: I can Automate this pipline, ASTM, API, ISO, DIN, BSI, EN, AWS, NFPA, NACE, ANSI, SAE
need to manually transcribe ASME Sec. VIII corrosion surveys. I wanted
to share the architecture of this solution, as it directly solves the
bottleneck of extracting tabular UT data from complex, unstructured
PDF reports.
Example:
Instead of relying on manual data entry, the pipeline uses a direct
text-extraction layer to read the raw document structure, followed by
multi-line regular expressions to programmatically isolate and parse
individual CML blocks from the unstructured text stream.
Automated Metrics Engine: It dynamically calculates "Service Life" and
"Calculated LTCR", while automatically mapping "UG45 Table Values"
based on the equipment's Outside Diameter.
Logic & Status Routing: The system programmatically evaluates the
current minimum thickness against Tmin and CA Thresholds. It uses this
logic to automatically assign risk statuses like "CRITICAL", "UG45
CRITICAL", or "CAUTION", removing the need for manual judgment calls.
Validated Export Generation: The final dataset is exported directly
into Excel.
Note: I can Automate this pipline, ASTM, API, ISO, DIN, BSI, EN, AWS, NFPA, NACE, ANSI, SAE
Programming Languages
HTML & CSS, JavaScript, PythonCoding Expertise
Cross Browser & Device Compatibility, PSD to HTML, Performance OptimizationWhat's included $20
These options are included with the project scope.
$20
- Delivery Time 3 days
- Number of Revisions Unlimited
About Hamza
AI | NLP | Python | Cloud Engineer
Karachi, Pakistan - 12:55 pm local time
I have shown great initiative in conducting independent research and performing thorough experiments in areas such as LLM fine-tuning, few-shot training and knowledge distillation, auto-labelling and model disagreement. I have successfully developed production APIs and tools that have been integrated into systems, using GCP and Microsoft Azure services. In addition to my technical skillset, I am a hardworking and dedicated professional. I consistently go above and beyond to ensure the success of projects, displaying a strong work ethic and a willingness to tackle complex challenges
~ while {
(alive) {eat (); sleep (); code (); repeat ();
}
is my motto.
Steps for completing your project
After purchasing the project, send requirements so Hamza can start the project.
Delivery time starts when Hamza receives requirements from you.
Hamza works on your project following the steps below.
Revisions may occur after the delivery date.
I will create a programm that will do all the mentioned features