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Aakash Singh

@aakashsingh

Jr. SE - Data Science

Bangalore, IN

www.linkedin.com/in/singh-aakash/

Konverge.AIIIIT Bangalore & UpGrad

Aakash Singh is a Data Science professional with 2.8 years of experience, specializing in Analytics for Retail and CPG clients. He possesses strong skills in Machine Learning, Python, and SQL, utilizing tools like AWS, Redshift, and TensorFlow. His experience includes developing AI applications, executing complex data analysis, and building recommendation systems.

Experience

Jr. S.E (Data Science)

Konverge.AI

•Aug 2001 - Present

Worked on Campaign Management, Campaign Analytics, Campaign Script Running, Campaign Measurement, Campaign Scheduling, Promo Handling. Independently Handled stakeholders for driving campaign decisions based on Customer behavior analysis and campaign measurement. Delivered Ad-hocs on daily level and reporting to management for better strategic planning with timely and accurate insights in functional areas (Marketing, Pricing etc).

Application Development Analyst

Accenture

•Aug 2001 - Oct 2001

Key Achievements: Worked on WEAPON DETECTION: involves Object Detection, Python, Real time Video Data. Automated & Maintained Campaigns, Dashboards through AWS Lambda, S3, DP.

Analyst - Data Science

TheMathCompany

•Sep 2001 - Aug 2001

Analyzed metrics, key indicators and other data sources to discover root cause of campaign performance which helped increasing customer engagement. Mentoring and Reviewing colleagues daily tasks, campaign execution and Ad-hocs. Completed analysis on multiple Ad-hocs involving Customer Segmentation, Target Audience, Fraud Detection etc. Actively involved in the creation of Model making (Propensity Model, Kiosk Accretion). Executed more than 15 campaigns a month, did multiple campaign measurement providing decision making for better engagement of customers through campaigns.

Education

IIIT Bangalore & UpGrad

PG Diploma in ML & AI

ML & AI

Jan 2001 - Jan 2001•Grade: 3.53 / 4

Licenses & Certifications

Machine Learning with Python

IBM

Issued: Jun 2001• No expiration

Applied Data Science with Python - Level 2

IBM

Issued: May 2001• No expiration

Data Analysis Using Python

IBM

Issued: May 2001• No expiration

Data Visualization using Python

IBM

Issued: May 2001• No expiration

Machine Learning - Linear Regression

Analyttica Datalab Inc.

Issued: Apr 2001• No expiration

UiPath Step into RPA

Guvi

Issued: May 2001• No expiration

Overview of Geoprocessing using Python

IIRS

Issued: Jan 2001• No expiration

Skills

Machine Learning
SQL
MS Excel
Python
EDA
Classification
Predictive Modelling
Data Cleaning
Data Visualization
Feature Engineering
Analytics
Regularization
Statistical Modelling
Data Analysis
Problem Solving
Deep Learning
Object Detection
NLP
AWS Lambda
Redshift
Jupyter Notebook
Numpy
Pandas
S3
Matplotlib
Scikit-Learn
Tensorflow
Keras
Flask
Heroku
NLTK