PhD. but always approach knowledge as a new student. Researcher, Functional safety & Risk professional, Novice Data Architect and Engineer
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
founder = www.zulfr.com
Data Scientist
June 21, 2026 – Present
Project-Data-brick-Mastery-with-Co-Pilot-Qzi-
February 12, 2026 – Present
Databricks Mastery with Co‐Pilot (Qzi) is a structured, architect‐level program that builds real lakehouse skills across Spark, Delta, Workflows, DLT, Unity Catalog, optimization, governance, and multi‐cloud design. You progress through four levels, creating automated pipelines, optimized Delta tables, governed catalogs, and tuned Spark jobs.
View ProjectProject_corrupted-to-gold-data-journey
January 31, 2026 – Present
Trace the journey of corrupted data through deterministic cleaning and validation to produce gold-level datasets for reliable analytics.
View ProjectKAD-Theory
January 9, 2026 – Present
KAD Theory — The Theory of Domain (Kinetic Alignment of Domains)
View ProjectSFPM-10-Semantic-Futures-Projection-Model
January 8, 2026 – Present
SFPM‐10 does not predict future raw data. It predicts how the semantic state of attributes will evolve over time: their intensity their tier their influence their drift zone their risk of failure
View ProjectRobotics-And-DAIS-10
January 8, 2026 – Present
Robotics is one of the domains where DAIS‐10 fits even more naturally than self‐driving cars.
View ProjectSELF-DRIVING-CARS-AND-DAIS-10
January 7, 2026 – Present
What was the missing piece until now
View ProjectSIS-Dynamic-and-SIL-t-Framework
January 7, 2026 – Present
Introducing: A next‐generation Safety Instrumented System (SIS) framework introducing SIL(t) — a time‐dependent, data‐driven model that corrects the static assumptions of IEC 61508. Includes dynamic risk analytics, operational drift modeling, lake-house architecture diagrams, and end‐to‐end SIS data flow for modern industrial environments.
View ProjectDAIS-10-Continuum
January 1, 2026 – Present
DAIS‐10‐Continuum — Repository Description DAIS‐10‐Continuum is the official home of the Data Attribute Importance Standard (DAIS‐10) and its underlying semantic engine, the Data Importance Fading System (DIFS‐10).
View ProjectCultural Fit Analysis
The candidate's projects are diverse in their conceptual scope, ranging from data cleaning to robotics and self-driving cars, indicating a broad interest within the data science domain. The target role is 'Data Scientist', which aligns with the candidate's project focus. However, the projects are all personal and highly theoretical, which might suggest a fit for research-oriented or highly innovative environments rather than purely operational roles. The lack of team-based projects or collaborative experience makes it difficult to fully assess cultural fit for a typical team-oriented role.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a strong theoretical and conceptual approach to data science. However, without psychometric test results or interview data, it is difficult to assess soft skills like teamwork, stress handling, or communication clarity in a professional setting. The project descriptions are highly conceptual, which might indicate a preference for theoretical work.