Summary
Overview
Work History
Education
Skills
Websites
Certification
Additional Information
Languages
Timeline
Vasu Singh

Vasu Singh

Lille

Summary

Motivated and detail-oriented computer science graduate seeking an internship position in R&D AI fairness intervention based on AI explainability. Committed to ensuring the transparency and ethicality of AI systems through the identification and mitigation of unfair bias. Offering strong programming skills, experience with machine learning libraries, and a passion for exploring AI explainability techniques.

Overview

3
3
years of professional experience
1
1
Certification

Work History

Assistant Engineer

Ericsson India Services Pvt. Ltd.
12.2016 - 02.2020
  • Assisted in development, design and execution of projects.
  • Performed data analysis of information provided by customers to obtain metrics.
  • Adhered to timelines to meet service level agreements.
  • Collaborated with senior engineers on projects and offered insight.
  • Maintained positive work atmosphere by building relationships with co-workers, clients, and management.

Engineer

Avacend Solutions Pvt. Ltd.
10.2016 - 12.2016
  • Consultant for Ericsson, with various job responsibilities like reporting and monitoring.
  • Developed positive working relationships with stakeholders to effectively coordinate work activities.

Education

Master of Science - Big Data Analytics For Business

IÉSEG School of Management, Lille, France
05.2024
  • Completed Coursework: Statistical and Machine Learning, Descriptive and Predictive Analytics, Fundamentals of Deep Learning, Fundamentals of NLP, Fundamentals of Interpretable Data Science
  • Capstone Project - member of the hackathon winning team, working for Crédit Agricole to identify green customer behavior. Implemented customer segmentation and made predictions for change in future behavior.
  • Created AI models on benchmark datasets using Python, scikit-learn, PyTorch, and TensorFlow.
  • Employed statistical analysis and experimental design to evaluate and optimize AI model performance.
  • Documented findings in reports documenting AI model findings and delivered well-commented code for reference.
  • Familiarity with AI explainability techniques such as SHAP, LIME, Model Agnostic Methods like Partial Dependence Plots (PDP), Individual Conditional Expectation (ICE), Accumulated Local Effects (ALE), Global Surrogate, applied to several machine learning algorithms like Logistic Regression, Decision Trees, Random Forest and Neural Networks.

Master of Technology - Computer Science And Engineering

Indian Institute of Technology (ISM), Dhanbad, India
06.2020
  • Dissertation: Driver Drowsiness Prediction & Detection, make real-time detections about the drowsiness of the person while driving, using tools like OpenCV, dlib, SciPy, and Python.

Bachelor of Technology - Electrical And Electronics Engineering

BPIT, GGSIPU, New Delhi, India
07.2015

Skills

  • Programming: Python, R, SQL
  • Machine Learning: scikit-learn, PyTorch, TensorFlow
  • AI Explainability Techniques: SHAP, LIME, PDP, ICE, ALE, Global Surrogate
  • Statistical Analysis
  • Problem-Solving
  • Verbal and Written Communication
  • Fluent in English

Certification

PCEP™ – Certified Entry-Level Python Programmer

Additional Information

PCEP™ – Certified Entry-Level Python Programmer certification shows that the individual is familiar with universal computer programming concepts like data types, containers, functions, conditions, loops, as well as Python programming language syntax, semantics, and the runtime environment.

Languages

English
Advanced (C1)
French
Beginner (A1)

Timeline

Assistant Engineer - Ericsson India Services Pvt. Ltd.
12.2016 - 02.2020
Engineer - Avacend Solutions Pvt. Ltd.
10.2016 - 12.2016
IÉSEG School of Management - Master of Science, Big Data Analytics For Business
Indian Institute of Technology (ISM) - Master of Technology, Computer Science And Engineering
BPIT, GGSIPU - Bachelor of Technology, Electrical And Electronics Engineering

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Vasu Singh