Khandaker Rifah Tasnia

Data Scientist

https://talent.gravityer.com/khandaker-rifah-tasnia

Software Engineering Graduate Student at Concordia University | Data Enthusiasts

iut-cse

Key Strengths

Demonstrated interest in Data Science through project work (e.g., 'Air-Canada-Seat-choice-prediction', 'Demystifying_the_Reasoning_Errors_of_LLM', 'CN_Commodity_Demand_Forecasting').
Experience with Python and Jupyter Notebook, essential tools for Data Scientists.
Exposure to LLM reasoning errors, indicating an interest in advanced AI topics.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a diverse range of interests, from data science to software engineering (Java, PHP, Vue). This breadth could indicate adaptability, but also a lack of focused specialization for a senior Data Scientist role. The single listed experience as 'Data Scientist' at 'iut-cse' is current but lacks details, making it difficult to assess alignment with a senior role's expectations. The projects are all personal, which is good for demonstrating initiative, but there's no indication of team collaboration or industry experience.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Projects

Demystifying_the_Reasoning_Errors_of_LLM

September 12, 2025 – Present

Demystifying_the_Reasoning_Errors_of_LLM — GitHub repository

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Demystifying_the_Reasoning_Errors_of_LLMs

September 12, 2025 – September 12, 2025

Demystifying_the_Reasoning_Errors_of_LLMs — GitHub repository

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TestPilot_Python

March 18, 2025 – April 24, 2025

TestPilot_Python — GitHub repository

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SOEN7481_Fuzzing_assignment

March 14, 2025 – March 15, 2025

SOEN7481_Fuzzing_assignment — GitHub repository

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CN_Commodity_Demand_Forecasting

October 10, 2024 – October 10, 2024

CN_Commodity_Demand_Forecasting — GitHub repository

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Air-Canada-Seat-choice-prediction

October 10, 2024 – October 10, 2024

Air-Canada-Seat-choice-prediction — GitHub repository

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SOEN6441-Warzone

February 9, 2024 – April 13, 2024

SOEN6441-Warzone — GitHub repository

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OSMDashboard-Winter-2024-SOEN-6431

January 12, 2024 – April 26, 2024

OpenStreetMaps Dashboard for OpenTracks

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OpenTracks-Winter-SOEN-6431_2024

January 12, 2024 – April 27, 2024

OpenTracks is a sport tracking application that completely respects your privacy. SOEN 6431

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Admission-Test-Management-System

December 20, 2020 – December 22, 2020

IUTATMS: An Admission Test Management System.

View Project

Key Strengths

Demonstrated interest in Data Science through project work (e.g., 'Air-Canada-Seat-choice-prediction', 'Demystifying_the_Reasoning_Errors_of_LLM', 'CN_Commodity_Demand_Forecasting').
Experience with Python and Jupyter Notebook, essential tools for Data Scientists.
Exposure to LLM reasoning errors, indicating an interest in advanced AI topics.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Khandaker Rifah Tasnia

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit