Mohit Sharma

Senior Data Scientist

11+ years in IT & 7 years experience in Data Science, Advanced Analytics, Deep Learning & Machine Learning on Cloud and On- Prem across domains Telecom, Banking, Marketing, Supply Chain, Times Series Forecasting, Demand Forecasting, CPG Ecommerce etc.

 

SKILLS

 

Data Scientist-AL/ML

 

Machine Learning: Regression XGboost, RF, Naive Bayes etc

 

Deep Learning

MLops in Production

 

NLP-BERT etc

 

Statistical Modelling

 

Time series: ARIMA, SARIMAX

 

Power BI, Streamlit

 

 

 

 

Demand Forecasting

 

Python

 

CNN,RNN,LSTM,BiLSTM etc

 

GIT: Version Control

 

TensorFlow, Pytorch

 

 

 

 

Data Science / Advance Analytics/ Story Telling

 

Neural Network

 

 

 

 

WORK EXPERIENCE

 

Data Scientist

07/2022 - Present, Achievements/Tasks

Worked and execute the POC search relevancy: The creation of SOW and KPI metrics.

Designing the E2E solution for the use case on Azure and worked on data of Click Stream and Claim.

Different vertical of the POC inhouse developed: Descriptive & Predictive analysis of the above data and Conversation ratio of the search vs insurance claimed. Platform : Azure Notebook, Event hub.

Lead a team of 7 Data Scientist and cross-functioning within different teams.

 

Senior Technical Lead Data Science

Caterpillar Inc. -Bangalore

09/2020 - 07/2022,

Achievements/Tasks

Deliver and develop the Machine Learning & Deep Learning and NLP solutions for inhouse and client. Hands on different projects: Time Series, Fraud and Anomaly Detection, Sentiment analysis, Multiclass classification. In the field of Supply Chain, Manufacturing, E-commerce. Lead team of 10 Data Scientist.

Multiclass Classification-Spare parts : Automated the manual process of classification of parts having 10k classes by developing model via Deep Learning. Improved KPI: Saved $2 million/month and Average handling time reduced by 50%. Algorithms: SVC, LGBM, Random Forest, MLP, Deep Learning (LSTM). Production: Azure Notebook, GIT versioning.

Anomaly & Trend Analytics: Processes millions of transaction data from Pricing and Logistic chain billing- LOBs. KPI: Saved $4 million/month and Average handling time reduced by 6%. Algorithms: Weighted Logistic Regression, Deep learning: MLP, Learning rate, Bi-LSTM, Hyperparameter tunningForest ,Mahalanobis-Distance, etc.

 

Assistant Manager: Data Science

AAVAS FINANCERS LTD, India

05/2019 - 06/2020,

Achievements/Tasks

Understanding the client business domains and Formulating business problem. Designing the analytical solution and production environment.

Sentiment Analysis and Topic modelling using BERT: Feedbacks via ILSA chat bot is stored in Snowflake-EDW. Used pyspark for extraction and applied NLP and Topic Modelling for sentiment analysis on users feedback. Algorithms: Distil Bert - Sentiment analysis, Bertopic - Topic modeling NLP: Drain Algorithm’s etc.

 

WORK EXPERIENCE

 

Sr Data Scientist

METLIFE

12/2015 - 03/2018,

Achievements/Tasks

Supply Chain Management: Predictive modelling for maintenance and optimization of inventory. Worked on data bricks and pyspark to extract data from EDW as Snowflake.

Improving and suctioning of inventory management by ABC, FSN & VED inventory metrics analysis. Bucketing of Inventory Management Algorithms: Statistical modeling, K-means.

 

Sr Data Analyst

Microland Ltd

07/2014 - 12/2015,

Achievements/Tasks

Support to the clients Generating monthly report. Coordinating with Application Team to support different applications used in the bank.

Experience in Budgeting, Cost Analysis, Forecasting, Client financial management, Revenue recognition, Project timeline / milestones.

 

IT System Engineer

Pace Infotech

05/2011 - 06/2014,

Achievements/Tasks

Coordinate the with different teams and support in IT related queries and dashboard making, clients calls interaction.

 

IT infra Engineer

AIET

01/2009 - 03/2011,

Achievements/Tasks

Started working as IT infra engineer primary focus of end user IT infra support.

 

 

EDUCATION

 

     Bachelor of Engineering-E.C.E

University of Rajasthan-GIT college

2004 - 2008,

 

 

COURSES & TRAINNINGS

MLOPS, Elastic Search, DL-Timeseries. Training: Algo- Expert-Coding and Large ML-Design (07/2021 - Present)

 

 

LANGUAGES

 

 

English

Native or Bilingual Proficiency

 

German-A1 Trannie

Elementary Proficiency

 

 

 

 

INTERESTS

 

Wildlife Photography, Reading Books