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Abhijeet Anand

@abhijeetanand

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Data Scientist with expertise in machine learning and analytics.

India

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What I'm looking for

I seek a dynamic role in data science where I can leverage my skills to solve complex problems and contribute to innovative projects.

I am a passionate Data Scientist currently working at Zepto, where I leverage advanced analytics and machine learning techniques to drive significant business outcomes. My journey began at the Indian Institute of Technology Roorkee, where I earned my B.Tech in Mechanical Engineering. Throughout my academic and professional career, I have developed a strong foundation in data science, focusing on practical applications that enhance user experiences and optimize business processes.

At Zepto, I implemented a Bayesian Hierarchical Model that resulted in a notable gain in gross profit per order. My work on churn prediction and user behavior analysis has led to substantial increases in daily operational performance. I am adept at using various technologies, including PySpark, SQL, and AWS, to build robust models that inform strategic decisions. My internships have further honed my skills in machine learning and image processing, allowing me to contribute effectively to diverse projects.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Zepto

Jun 2024 - Present (1 year)

Implemented Bayesian Hierarchical Model for price elasticity, leading to 2.1 Rs GPPO gain on platform. Ran Thompson Sampling to learn user price sensitivity, driving 1 Rs GPPO gain with no order loss. Built Churn Prediction Model to analyze user buying patterns, resulting in a 40,000 OPD increase daily and improved Buy-Again recommendation using LTR on XGBoost, boosting CTR by 10%.

SQL Python Databricks AWS SHAP LLM Statistics

Data Science Intern

Timely.AI

Jan 2024 - Mar 2024 (2 months)

Built an Image Aesthetics Classifier using semantic segmentation, automating manual image filtering. Deployed CI/CD pipeline using GitHub Actions, automating image classifier model retraining every 7 days.

Python Machine Learning Deep Learning Image Processing CI CD GitHub Actions

Machine Learning Intern

FilterPixel Inc.

Aug 2023 - Oct 2023 (2 months)

Developed an Image Culling Tool using LBP, DD-Net, and CAG-Net and image aesthetics recommender. Built FilterPixel Edits, a Lightroom plugin that edits RAW images by learning XMP data. Automated ML pipelines, including image acquisition, processing, and validation.

Python Neural Networks Google Cloud Platform Image Processing Data Pipelines LBP DD Net CAG Net Lightroom XMP

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Roorkee

Bachelor of Technology, Mechanical Engineering

2020 - 2024

Pursued a Bachelor of Technology degree focusing on Mechanical Engineering principles. Studied core subjects including thermodynamics, fluid mechanics, and machine design.

Delhi Public School, Bokaro Steel City

Senior Secondary Certificate, Secondary Education

2020 - 2020

Grade: Intermediate: (96%), Matriculate: (92.4%)

Completed secondary education under the CBSE curriculum. Achieved strong academic results in both Intermediate (12th grade) and Matriculate (10th grade) examinations.