Summary
Overview
Work History
Education
Skills
Websites
Certification
Projects
Timeline
Generic
Lila Srinivas Reddy

Lila Srinivas Reddy

Data Scientist
Bengaluru

Summary

Looking forward for an enriching opportunity for the profile of Data scientist/engineer with overall 9 plus years of industry experience out of which 6 years into Data science that includes Telecom, Retail, Field service, Life sciences, Healthcare and Supply chain domains. Advance understanding analytically heavy roles to address emerging business problems of the organization.

Overview

7
7
years of professional experience
1
1
year of post-secondary education
1
1
Certification

Work History

Associate Consultant -AI/ML

HCL Tech
2 2022 - Current
  • Anomaly detection using statistical and deep learning approach for cybersecurity domain
  • Worked on CCAI chatbot for predicting top 5 intents using LSTM model
  • Analysis of intent flows for improving a chatbot model performance and monitoring the results using Tableau Dashboard
  • Responsible for performing various NLP usecases like sentimental analysis and text classification
  • Worked on frontend development task for vikibot using python and flask application.

Data Scientist

Epam Systems
02.2021 - 02.2022
  • Created and analyzed Anomaly detection data patterns using Isolation forest algorithm and python visualizations based on Dash framework and plotly charts
  • Developed NLP Text classification model for error Messages
  • Created end to end pipeline starting from Data Ingestion to model inference using Azure SDK app services
  • Worked on Document Processing system(extraction) that supports several document processing use cases for business involving documents such as invoices, claims, Bill Of Lading, KYC etc
  • Using OCR/ Tesseract techniques.

Data Scientist / SDE-II

Zinier Technologies
09.2019 - 02.2021
  • Created Real time object detection and image classification project and deployed to edge devices using tensorflow lite models
  • Developed an algorithm for Predictive analytics projects related to Time-series forecasting for Predictive maintenance and anomaly detection projects to predict the behavioral pattern of data
  • Performed Various Proof of concepts(POC) for product development.

Data Scientist

Hignosis IT Solutions
11.2017 - 09.2019
  • Experience in NLU, NLG technologies and tools such as Amazon Lex/Lambda, Rasa, Dialog- flow, IBM Watson, Twilio, IVR, speech recognition, Amazon Alexa skills
  • Created a conversational AI using Natural Language Understanding(NLU) techniques to create a Voice/Chat-bots
  • Delivered multiple projects on natural language processing of Pairwise ranking and Sentiment Analysis
  • Worked on NLP text parsing project for healthcare and retail clients
  • Implemented a retail price optimization algorithm using Machine learning techniques for building a dynamic model.

Analyst

Akshaya Pvt Ltd
1 2015 - 11.2017
  • Responsible for forecast Inventory demand using historical sales data and accountable for presenting and explaining forecast accuracy and deviations in Sales and Operation Planning Process using R programming and BI tools
  • Created dashboards played a Business Intelligence role using data visualization tools like TABLEAU, MS Excel and R which helped in identifying GAP analysis to improve resource planning and budget in Logistics/supply chain industry.

Education

PGP - Big Data Analytics and Optimization -

INSOFE
Bengaluru
06.2017 - 12.2017

B.tech - Civil engineering -

JNTU Hyderabad
Hyderabad
07.2008 - 2012.05

Skills

Data science

SQL

AWS Sagemaker

Data Visualization

Git

Agile & Scrum

AWS

Flask

OpenCV

Conversational AI

Docker

Web Development

MLOps

Tableau

Computer vision

AutoML

Big Data

Natural Language Processing

Time-series

Deep learning

Predictive analytics

Gen AI

Python

Artificial intelligence

Machine learning

Certification

  • AWS- Machine learning Speciality, https://www.credly.com/users/lila-srinivas-reddyvudumula
  • GCP - Machine learning professional, Professional Machine Learning Engineer

Projects

Anomaly detection for retail industry Document extraction project using NLP and OpenCV Time series Predictive analysis Object detection/Image classification integration to edge devices IVR (speech)/ Chatbot(text) development Document parsing (NLP) with python OCR and spacy Ecommerce product reviews - Pairwise ranking and sentiment analysis (POC Project)

Timeline

Data Scientist

Epam Systems
02.2021 - 02.2022

Data Scientist / SDE-II

Zinier Technologies
09.2019 - 02.2021

Data Scientist

Hignosis IT Solutions
11.2017 - 09.2019

PGP - Big Data Analytics and Optimization -

INSOFE
06.2017 - 12.2017

B.tech - Civil engineering -

JNTU Hyderabad
07.2008 - 2012.05

Associate Consultant -AI/ML

HCL Tech
2 2022 - Current

Analyst

Akshaya Pvt Ltd
1 2015 - 11.2017

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Lila Srinivas ReddyData Scientist