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Assessing your cultural and operational fit
Data Scientist | Machine Learning and Analytics | Python | Transforming Data into Actionable Insights
Transforming Complex Data into Strategic Business Assets I enjoy building data ecosystems that drive revenue and operational excellence. With a portfolio spanning across Machine Learning, Cloud Architecture, and Business Intelligence, I specialize in the full data lifecycle—from architecting scalable pipelines on Azure to delivering executive-level insights that move the needle. My expertise lies in bridging the gap between complex engineering (Azure Cloud/SQL) and predictive science (Machine Learning) to solve business-critical problems. What I bring to the table - - End-to-End Engineering - Predictive Intelligence - Business Analysis I thrive at the intersection of technical rigor and business strategy. From Calgary to the global stage, I am dedicated to helping organizations transition from 'data-heavy' to 'data-driven'. Explore my work - https://github.com/jahnavi-sh Core Stack: Python, SQL, Azure, Power BI, Tableau, Machine Learning.
Southern Alberta Institute of Technology (SAIT)
IT Project Management Professional Certificate , Project Management
September 1, 2025 – April 1, 2026
Southern Alberta Institute of Technology (SAIT)
Data Science Professional Certificate , Computer Science
September 1, 2024 – April 1, 2025
DAV Public School, Sec-14, Gurgaon
High School Diploma
April 1, 2019 – Present
UIET Panjab University
Bachelor of Engineering - BE, Biotechnology
January 1, 2019 – January 1, 2023
Williams-Sonoma, Inc.
Retail Associate
September 1, 2024 – Present
Calgary, AB · On-site
Upwork
Data Scientist (ML - Python)
May 1, 2023 – Present
EmbarkX
Data Science Intern
March 1, 2023 – April 1, 2023
Mumbai · Remote
PGIMER
Internship Trainee
August 1, 2022 – September 1, 2022
Chandigarh, India · On-site
MagBoard UIET
Convener
November 1, 2020 – August 1, 2021
Chandigarh, India · On-site
Brand Promotion Committee, UIET PU
Member
November 1, 2020 – July 1, 2021
Chandigarh, India · On-site
DebSoc
Mentor
October 1, 2020 – July 1, 2021
Chandigarh, India · On-site
Google Data Analytics Professional Certificate
June 25, 2026 – Present
Applied Data Science
University of Michigan
June 25, 2026 – Present
Introduction to Programming Using Python
University of Michigan
June 25, 2026 – Present
Machine Learning
Stanford Online
June 25, 2026 – Present
Python for Genomic Data Science
John Hopkins University
June 25, 2026 – Present
Cultural Fit Analysis
The candidate's diverse experience, ranging from biotechnology to data science and retail, suggests adaptability. Their involvement in various committees and mentoring roles indicates a collaborative spirit and leadership potential. However, the target role 'Retail' is broad, and while the candidate has recent retail experience, their core technical background is in Data Science. This might indicate a potential mismatch if the 'Retail' role is purely operational and does not leverage their analytical skills. The ongoing education in Data Science and IT Project Management further points towards a career path outside traditional retail operations.
Soft Skills & Operational Fit
The candidate demonstrates strong soft skills in leadership, communication, and mentoring, as evidenced by their roles as Convener and Mentor. Their experience in technical content writing and tutoring also highlights their ability to explain complex concepts clearly. The retail associate role indicates customer service and sales skills. However, the primary experience is in Data Science, which may not directly align with a 'Retail' target role without further context on how data science skills would be applied within a retail context beyond the sales associate role.