Aman Ramanand Sharma

Skills

Analytics

Visualization

Web Development

CI/CD

Experience

Professional Experience

Analytics Lead

Apr 2023 - Current

Flipkart Karnataka, India

  • Built GenAI powered multi-agent Auto-RCA to diagnose WoW delivery breaches & pinpoint key operational drivers. Integrated weather/festival/traffic signals, reducing analyst TAT 70%. (Link to paper)
  • Conceptualized & implemented "Repromise" charter, reducing customer anxiety while improving CES by 23% & decreasing cancellations by 15%.
  • Mitigated Shipments' Delays by ML Based Model (85% Accuracy) predicting early signs of delay making supply chain more robust.

Business Analyst Intern

April 2022 - August 2022

Flipkart - Banglore, Karnataka, India

  • Worked on model to predict the breach probability of shipments.
  • Analysed every stage of the supply chain process to optimise logistic time.

Senior Software Engineer

Sep 2018- Jan 2021

Persistent Systems - Goa, India

  • Designed automation, reporting & analysis tool for large American corporation's IT management team, tool was used to manage/analyze multiple servers commissioned on metrics like CPU utilization, network usage, failure rate.
  • Developed POC application, improved user experience and user interface resulting in 45% decreased application load time.
  • Facilitated porting legacy project to the POC and helped fix security issues while testing and maintaining project integrity.

Education

Post Graduate Diploma in Management - Big Data Analytics

June 2021 - March 2023

Goa Institue of Management - Goa, India

Understanding of different areas of management with a focus on the application of the Analytics tools and techniques to solve business problems.

Bachelor of Engineering - Computer Engineering

August 2010 - April 2014

Goa College of Engineering - Goa, India

Computer Architecture, Artificial Intelligence, Cyber Security, etc. Also included study of major programming languages like C, C++, Java and Python. Along with the software subjects,exposed to hardware subjects like Analog and Digital Electronics.

Projects

SmartKart - Flipkart Minutes

Developed innovative solutions to enhance customer experience in Flipkart's quick commerce hackathon. Introduced feature that automates & personalizes shopping carts based on user-specific needs



Tools: Python, SQL, Javascript

AI Plays Flappy Birds

Explored N.E.A.T for AI to play the popular game of Flappy bird. First built a version of flappy bird using pygame and ended by implementing the evolutionary neat algorithm to play the game.



Tools: Python, PyGame, N.E.A.T

Yoga Posture Classifier

Developed human posture classifier and applied that to yoga pose classification. Used MoveNet to classify postures and train the model,on top of MoveNet to identify and classify yoga postures.



Tools: Python, TensorFlow, OpenCV, MoveNet, Keras

Scanwich - Catalog Solution

Improved food catalouging services by performing descriptive, predictive analysis. Used various algorithms and models to classify customers, predict internet traffic and sales, improved recommendations etc.



Tools: Python, Numpy, Pandas, Scikit-Learn, Matplotlib

Certifications

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Google Advanced Data Analytics
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Stanford Machine Learning
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Google Data Analytics

Contact

Location:

Panaji, Goa, India - 403005

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