Deeptanshu Paul
ML EngineerAI 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
Business Intelligence Engineer @ WLL | ex-Amazon
I'm a computer science and engineering graduate who's main interest lies in developing intelligence in machines. With several projects to support this, I hope to gain industry work experience prior to doing my master, gaining a better understanding on how things work that I may align my studies in the future accordingly. I also aim to understand the entire pipeline behind leveraging artificial intelligence in real world applications and the various approaches to developing new technology and then actually applying what I’ve learnt. By being exposed to research in the right setting, I aim to also be familiarized with both the nuances as well as the unsaid guidelines behind developing new technologies. I will also deepen my understanding of the subject, approaching it from a mathematical perspective while not compromising on the viability of the project in the real world. A summary of my Bachelor's thesis is linked below. In addition to academia, I also attend Model United Nations conferences in the Bangalore Circuit, having participated in 7 and have been placed in one as well. I enjoy debates and public speaking. My hobbies include attempting to play the Piano, Skating, a bit of Gaming as well as reading. My favorite book series include the Inheritance Cycle, A song of Ice and Fire, The Lord of the Rings and The Thrawn Trilogy (Star wars).
Christ University, Bangalore
Bachelor of Technology, Computer Science
January 1, 2015 – January 1, 2019
St.Vincent Palloti School
Pre-university
January 1, 2013 – January 1, 2015
Abacus Montessori School
High School
January 1, 2010 – January 1, 2013
White Label Loyalty
Business Intelligence Engineer
April 1, 2023 – Present
Remote
Amazon
Business Intelligence Engineer
March 1, 2022 – March 1, 2023
Amazon
Business Analyst
March 1, 2021 – March 1, 2022
Perpule
Data Scientist
September 1, 2019 – March 1, 2021
Bangalore
Suprath Technologies Private Limited
Machine Learning Intern
December 1, 2018 – April 1, 2019
Bengaluru Area, India
Cultural Fit Analysis
The candidate has a consistent career progression in data-focused roles, moving from Data Scientist to Business Intelligence Engineer. Their experience spans different company sizes (Amazon, White Label Loyalty, Perpule) and includes a data migration project, indicating adaptability. The target role is ML Engineer, and while the candidate has experience with ML algorithms (segmentation, recommendations, market basket analysis) and an ML internship, the recent roles have been more focused on BI and data engineering. This suggests a potential fit, but with a need to validate their depth in core ML engineering principles, MLOps, and model deployment beyond analytical applications. The breadth of skills is good within the data domain, but a deeper dive into specific ML frameworks and production ML systems is needed for a strong cultural fit with an ML Engineer role.
Soft Skills & Operational Fit
The candidate's experience descriptions suggest strong problem-solving skills, particularly in optimizing data infrastructure and performance. Their role as 'Sole owner of the data vertical' and leading the 'data council' at White Label Loyalty indicates leadership and ownership. The ability to work directly with clients to scope data needs demonstrates good communication and stakeholder management. The zero Sev-2 incidents at Amazon highlight attention to detail and operational reliability. However, direct evidence of stress handling or team collaboration beyond project leadership is not explicitly detailed in the provided experience descriptions.