Talha Y. - Research Assistant

Stuttgart, Germany

Experience

Mar 2025 - Dec 2025

10 months

Stuttgart, Germany

Performed probabilistic analysis of CAMEL US data using Python, applied cumulative distribution functions and approaches for visualizations and to support model evaluation.
Conducted a comparative performance study of Gaussian vs. Laplacian approaches, achieving clearer insights into execution time trade-offs using the Camel US database as base.
Performed seed analysis of LSTM models, presenting results on accuracy, deviations, and reliability through statistical distributions.
Managed and actively participated in the SciML Workshop 2025, coordinating activities and contributing to discussions on scientific machine learning applications from different perspectives.

Sep 2023 - Aug 2024

1 year

Karachi, Pakistan

Conducted technical evaluation during tender phase for Emaar Phase-2A, Karachi.
Coordinated between design teams and staff on site.
Coordinated with vendors to send request for information (RFI) and select items in accordance with design requirements.
Communicated with client and contractor representatives, effectively addressing their queries.
Prepared detailed bills of quantities based on design specifications and developed cost estimates.
Involved in analysis of project and financial feasibility.

Dec 2022 - Aug 2024

1 year 9 months

Karachi, Pakistan

Designed wet utilities infrastructure using SewerGEMS and WaterGEMS.
Used Autodesk Civil 3D and Storm and Sanitary Analysis (SSA) for storm water management.
Utilized Autodesk Civil 3D to design trenches for canals and rerouting their alignments.
Designed and developed schedule of culverts and retaining structures.
Developed lake designs and recommended construction methodologies tailored to site-specific conditions.
Reviewed design of projects as third party consultants and provided an overview of design and proposed alternative solutions.

Apr 2022 - May 2022

2 months

Karachi, Pakistan

Provided a brief comparison on project proposals and tenders.
Analyzed data survey data from site and imported CSV data to CAD.
Prepared quantity estimate for a section of a proposed dual carriageway in D.I Khan, KPK.
Determined pavement thicknesses using the AASHTO prescribed method and consequent adjustment of values to develop recommended design.