ALOK KUMAR
Sr. Data Scientist at Deloitte
Alok Kumar is a seasoned Sr. Data Scientist with approximately 6 years of experience in advanced analytics consulting. He is an expert in generating business value for clients through data-driven solutions and has worked for several large clients across Payments, Retail, Rail-road, and Ban
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6.8
Years of Experience
Education
bits pilani birla institute of technology and science, asansol engineering college, st. xaviers college
Companies
deloitte, deloitte, tiger analytics, tcs
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ALOK's contact details
Mobile Number
+91XXXXXXXX58
Github
aloXXXps
Experience
2021 - Present
deloitte
Sr. Data Scientist
- Led team to forecast call volume of a bank's customer contact center at scale. Built and deployed models for several market. - Built an end-to-end automated forecasting solution to predict monthly demand of cartridges across location, account and product level.
2019 - 2021
deloitte
Data Scientist
⢠Built commodity price forecasting tool which help the client with long and short term forecast along with intelligent buying recommendations. The tool has been built with modular approach which is scalable and can be deployed and configured to any client environment. Built an AutoML engine as a core to this tool. ⢠Deployed AI enabled contact centre on AWS cloud to manage appointment services for the products. Built using AWS Lex, Amazon Connect, Amazon Polly, and Lambda (Implementation in Python). ⢠Built and deployed Commodity price forecasting platform on AWS environment. The solution facilitates the buyers with long term and short-term forecast which help them in effective buying. Machine learning and deep learning multifactor models were built which generate forecast using demand supply factors, technical analysis.
2018 - 2019
tiger analytics
Senior Analyst
⢠Market Mix Modelling for a Bank And Brokerage firm (Oct`18 - Present) Modeled Customer and Asset inflow on Media Spend to explain the impact of individual Marketing Channel (Spends) on Business Outcome. A suite of models to capture both Direct and Indirect effects. ⢠Automated Safety monitoring (May`18-Sept`18) - Built Video Analytics Tool to monitor safety violations in Oil and Gas Industry using deep learning. - Automated survelience system which alarms if any worker is not wearing safety like, hat or If any worker enters to danger zone
2015 - 2018
tcs
Data Scientist
⢠Airline Arrival, Departure and Delay Prediction (Feb`17Apr`18) : Modelled Airline, Air traffic and weather data to predict Arrival/Departure delay using machine learning models and probability distribution . ⢠Resource Identification System (Apr`16-Jan`17) - The system identifies the best fit Employees for project requirements at high scale. Used mathematical model to score each employees to each project then optimized to allocate employee to projects. ⢠Brand Social Sentiment Analysis to find market position of product/brand (Dec`15- Mar`16): This application in real-time, analyses the social sentiment of brand/product. The system fetches all the tweets online and then sentiment model presents the human behaviour of the input
Experience
106 Skills
Algorithms
Algorithms
Amazon Web Services (AWS)
Amazon Web Services (AWS)
analytics
Applied Mathematics
Artificial Intelligence (AI)
Artificial Intelligence (AI)
AWS Lambda
banking
Cascading Style Sheets (CSS)
Communication
Communication
Computer Science
Computer Vision
Computer Vision
Consulting
Data Analysis
Data Analysis
Data Analytics
Data Analytics
Data Cleaning
Data Cleaning
Data Mining
Data Mining
Data Science
Data Science
Data Scientist
Data Storage
Data Visualization
Data Visualization
Deep Learning
Deep Learning
Demand Forecasting
Docker
Docker Swarm
Docker Swarm
Exploratory Data Analysis
Exploratory Data Analysis
Feature Engineering
Feature Engineering
forecasting
Git
Git
Google Cloud Platform (GCP)
Google Cloud Platform (GCP)
html
Image Analysis
Image Processing
Image Processing
Java
Javascript
Learning
Machine Learning
Machine Learning (ML)
marketing
Marketing Analytics
marketing analytics
Mathematics
MLOps
MLOps
Model Development
Model Risk
Natural Language Processing (NLP)
Natural Language Processing (NLP)
Operations
operations
Pattern Recognition
Pattern Recognition
Payments
Predictive Analytics
Predictive Analytics
Predictive Modeling
predictive modeling
Presentations
Presentations
Probabilistic Models
Problem Solving
Problem solving
Programming
Python
Python
Python (Programming Language)
Quantitative Analytics
R
R
Research
Research Scientist
Retail
Software Development
Software Engineer
SQL
SQL
Statistical Analysis
Statistical Modeling
statistical modeling
storage
TensorFlow
Tensorflow
Time Series Analysis
Time Series Analysis
Time Series Forecasting
Vision
Web
Web Services
xml
Education
2021 - 2023
bits pilani birla institute of technology and science
Master of Business Administration - MBA
FinTech
2011 - 2015
asansol engineering college
Bachelor of Technology (B.Tech.)
computer science and engineering
2009 - 2011
st. xaviers college
intermediate science
Computer Science
