Haania Siddiqui
Data ScientistHabib University
Member since June 27, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Habib University
Data Scientist
June 27, 2026 – Present
TextGuidedResilience
October 25, 2023 – November 28, 2023
Official repository for "Hardware Resilience Properties of Text-Guided Image Classifiers" [NeurIPS 2023]
View Projectvr-training
January 29, 2023 – August 13, 2023
Capstone [ Public Speaking Training in Virtual Reality] Project Website in React and Firebase
View ProjectPoet-Ghazal-Dataset
October 15, 2022 – October 16, 2023
This repository serves as a public data set for shayari from notable Urdu Ghazal poets. The project "Poet Attribution of Urdu Ghazals using Deep Learning" has been published in IEEE.
View Projectgoldeneye
July 5, 2021 – October 22, 2024
GoldenEye is a functional simulator with fault injection capabilities for common and emerging numerical formats, implemented for the PyTorch deep learning framework.
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards academic research and deep learning, particularly in areas like numerical formats, hardware resilience, and natural language processing. This aligns well with a research-heavy or innovation-focused data science culture. The diversity of projects, while technically deep, is somewhat narrow in application domains, primarily focusing on ML/DL research. The candidate's current role as a Data Scientist at Habib University further reinforces a research-oriented profile. The lack of diverse industry projects or team-based project descriptions makes it challenging to fully assess adaptability to varied team structures or business-driven environments.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a strong inclination towards research and development, often involving complex technical challenges. The nature of personal projects indicates self-motivation and an ability to work independently on intricate problems. However, without specific assessment data on communication, teamwork, or stress handling, it is difficult to assess soft skills and operational fit comprehensively. The 'Public Speaking Training in Virtual Reality' project hints at an interest in communication, but this is not directly assessed.