Profile

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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6.3

Years of Experience

Education

birla institute of technology and science pilani, asansol engineering college, st. xaviers college

Companies

deloitte, deloitte, tiger analytics, tcs

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ALOK's contact details

Email

Mobile Number

+9XXXXXXXXX58

Email

Github

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Experience

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    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.

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    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.

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    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

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    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

71 Skills

Algorithms

Amazon Web Services (AWS)

Amazon Web Services (AWS)

analytics

Applied Mathematics

Artificial Intelligence (AI)

Artificial Intelligence (AI)

AWS Lambda

banking

Communication

Computer Science

Computer Vision

Consulting

Data Analysis

Data Analytics

Data Cleaning

Data Mining

Data Science

Data Scientist

Data Storage

Data Visualization

Deep Learning

Deep Learning

Demand Forecasting

Docker Swarm

Exploratory Data Analysis

Feature Engineering

forecasting

Git

Google Cloud Platform (GCP)

Google Cloud Platform (GCP)

Image Analysis

Image Processing

Learning

Machine Learning

Machine Learning (ML)

marketing

Marketing Analytics

Mathematics

MLOps

MLOps

Model Development

Model Risk

Natural Language Processing (NLP)

Natural Language Processing (NLP)

Operations

Pattern Recognition

Payments

Predictive Analytics

Predictive Modeling

Presentations

Probabilistic Models

Problem Solving

Programming

Python

Python

Python (Programming Language)

Quantitative Analytics

R

R

Research

Research Scientist

Retail

Software Development

SQL

SQL

Statistical Analysis

Statistical Modeling

TensorFlow

Time Series Analysis

Time Series Forecasting

Education

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    2021 - 2023

    birla institute of technology and science pilani

    Master of Business Administration - MBA

    FinTech

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    2011 - 2015

    asansol engineering college

    Bachelor of Technology (B.Tech.)

    computer science and engineering

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    2009 - 2011

    st. xaviers college

    intermediate science

    Computer Science

Colleagues at deloitte

Anju Prabhakar

Risk Management Professional

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Ankita Goyal

Technical Data Analyst

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Ankesh Mishra

Senior Solutions Engineer

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Others named ALOK

Alok Rai

Associate

 at deloitte

Alok Prasoon

Associate Software Engineer

 at deloitte

Alok Kumar

Web Development Intern

 at deloitte

Alok Prakash

Associate Vice President

 at deloitte

Alok Patel

Co-Founder & CTO

 at deloitte

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Colleagues at deloitte

Neeraj Kumbhkar

Software Development Specialist

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Colleagues at tiger analytics

Anudeep R.

Senior Analyst - Data Science Core

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Anvesh Nandigam

Sr. Data scientist

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Aparna Jain

Associate Director - Talent

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Arani Suman

Senior Software Engineer

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