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👨💻 BI Engineer III @ Amazon | 🧱 Building Data Models | 📊 Generating Insights | 💬 Engaging Stakeholders | 🚀 Innovation at Scale
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Amazon
Software Engineer
June 15, 2026 – Present
auditing-bias-fairness-ml
February 6, 2025 – February 7, 2025
📊 Auditing bias and fairness in machine learning models using the UCI Adult Dataset. This research explores bias detection, fairness evaluation, and mitigation techniques in AI systems. 🏆 MSc Thesis (Gold Medal & Distinction) - University of Hertfordshire (2021).
View ProjectInsurancePremiumPrediction
April 6, 2022 – April 6, 2022
InsurancePremiumPrediction — GitHub repository
View ProjectAuditingBiasAndFairness
January 2, 2022 – January 22, 2022
This project explores the topic of bias and fairnness in Machine Learning using the UCI Adult dataset. It provides familiarity with the concept of bias in Machine Learning, explores differnt metrics used to quantify bias in machine learning, and demonstrates data and model-based approaches to audit bias and fairness in Machine Learning.
View ProjectSalaryPrediction
September 19, 2021 – February 8, 2025
This is a Python3 based project which examines a set of job postings with salaries and then predict salaries for a new set of job postings.
View ProjectFoundationsOfDataScience
November 17, 2019 – November 20, 2019
FoundationsOfDataScience — GitHub repository
View ProjectCustomerSeg-Kmeans
May 27, 2019 – May 27, 2019
Using k-Means Algorith for customer segmentation.
View ProjectSentiNews
May 15, 2019 – May 15, 2019
Python Application to extract India's news and perform Sentiment Analysis
View ProjectHeart-Disease-Diagnosis
April 1, 2019 – June 17, 2024
Flask based web app to diagnose the patient using Python3
View ProjectEmotionDetection_RealTime
January 29, 2019 – February 15, 2019
This is a Python 3 based project to display facial expressions by performing fast & accurate face detection with OpenCV using a pre-trained deep learning face detector model shipped with the library.
View ProjectFaceDetection_Realtime
January 28, 2019 – January 31, 2019
This is a Python 3 based project to perform fast & accurate face detection with OpenCV face detection to videos, video streams, and webcams using a pre-trained deep learning face detector model shipped with the library.
View ProjectCultural Fit Analysis
The candidate's projects are heavily concentrated in Machine Learning and Data Science, primarily using Python and Jupyter Notebook. While this shows depth in a specific area, the lack of diversity in technologies and project types (all personal, academic-focused) might indicate a narrower scope of interest for a general 'Software Engineer' role. The target role 'Software Engineer' is broad, and the candidate's profile leans heavily towards ML/DS, which may or may not align with the specific needs of the role. The single listed experience at Amazon as 'Software Engineer' starting in the future (2026) is not current and provides no historical context for cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects are primarily technical and do not provide insights into collaboration, communication, or problem-solving approaches in a team setting.