Default profile banner
Asma BegumAB

Asma Begum

@asmabegum

Senior Data Scientist at KONE Elevators

Chennai, India

Linkedin link

KONE ElevatorsLoyola College

Asma Begum is a Senior Data Scientist with 9 years of experience specializing in data analysis, machine learning, and Generative AI. She has a proven track record of building data engineering models in Azure and developing predictive solutions for finance and sales. Asma is skilled in deploying LLM models and creating real-time BI dashboards to drive stakeholder insights.

Experience

Senior Data Scientist

KONE Elevators

•Jul 2021 - Nov 2023•Chennai, India

Built customized Gen AI Chat Bot with prompt tuning using GPT 3.5 in Azure. Developed predictive and prescriptive analytics for stakeholders. Managed ML OPs pipelines for opportunity scoring and AI models for image segmentation. Developed full chain profitability real-time apps with CI/CD pipelines. Utilized Azure Stack (ADF, Databricks, Synapse) for analytics deployment. Served as Scrum Master hosting daily stand-ups and managing Jira stories.

Data Scientist

Sanmina Pvt Ltd

•Aug 2014 - Jul 2021•Chennai, India

Extracted data using SRSS and SISS to monitor critical metrics. Delivered data insights using R and Python. Created Google Data Studio and Tableau dashboards for inventory monitoring. Built a time series model for customer demand forecasting using Prophet. Developed a classification model for PO cancellation prediction which reduced inventory obsolescence by 35%.

Education

Loyola College

Master of Science

Statistics

Jan 2012 - Jan 2014

MOP Vaishnav College

Bachelor of Science

Mathematics

Jan 2009 - Jan 2012

Licenses & Certifications

Post Graduate Program in Machine Learning and Artificial Intelligence

Great Lakes Institute and University of Texas

Power BI Data Analyst Associate

Microsoft

Generative AI for LLM

Deeplearning.ai

Building Systems with Chat GPT API

DeepLearning.ai

Building Generative AI application with Gradio

DeepLearning.ai

Skills

Python
R
PySpark
SQL
Bash
Powershell
NLP
NLTK
Tensorflow
Pytorch
Pandas
scikit learn
matplotlib
seaborn
Hugging face
Chat GPT 3.5
FLAN T5
BERT
Llama
Distil BERT
Mistral 7B
PEFT
LoRA
Azure Services
Docker
VS code
Jupyter
Google colab
Microstrategy
AWS Sagemaker
AWS S3
Power BI
Altreyx
Google Data studio
Git
Qliksense
Tableau