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Kirti Srivastava

@kirtisrivastava

Senior Consultant II at EXL Services

Gurgaon, Haryana

EXL ServicesZHCET(AMU), Aligarh

Kirti Srivastava is a Data Analytics Professional with over 7 years of experience. Currently serving as a Senior Consultant II at EXL Services, she specializes in machine learning, LLM modeling, and image processing using Python and AWS. Her expertise spans data ingestion, transformation, and visualization to solve complex business challenges like fraud detection and process optimization.

Experience

Senior Consultant II

EXL Services

•Oct 2021 - Present•Gurgaon

The Job role involves creating machine learning LLM modeling techniques such as trocr, doctor, transformer, U2net etc with the use of opencv , pytesseract, easyocr ,AWS textract for Image processing of US federation Bank check. Problem statement to check fraudulent activities .The whole process consumes python as a scripting language. Analytical skills to develop data ingestion and transformation scripts based on python, pyspark, impala, visualization of data using custom SQL and tableau skills . Additional responsibility was to do production job support by creating python scripts for scraping logs , shell scripts , cronjob text file and visualizing data distribution , historical job trend etc.

Lead Software Developer

Sutherland Global Services

•Nov 2020 - Oct 2021•Hyderabad

The Job role involves immense knowledge of Python , SQL , pytesseract Library . Created .EDI File by using data from K-cards . Data was from LAC healthcare clients having information about physician accounts of patients . Extract the information from the scanned pdf , using regex pattern store categorized information in excel file.

Analyst

Tata Steel

•Nov 2019 - Oct 2020•Jamshedpur

The Job role involves data pre-processing , creating model , and deploying the model to server using python as language. The project was about to get the data from the Coal plant of Tata Steel and use data science techniques to evolve an optimized equation of fuel to serve the plant .

ML Engineer

Optisol Business Solutions

•Aug 2015 - Sep 2019•Chennai

The Job role involves creating an ML model to Identify the number of women Using body posture from behind using the YOLO Model. B-BOX LabelIng toolbox used to prepare training datasets. OCR Text processing (through Image and Pdf [Tesseract and Textract by creating small square kernels of phrases ] from Car Number Plate .Creating an app to chat with person according to moods , suggesting Articles , Music , Videos , Lectures by using TensorFlow and CNN , taken the concepts from wrench.ai . Design of Web Services using Flask , marshmallow and mongo engine for creating schema and Database connection .

Education

ZHCET(AMU), Aligarh

B.Tech.

Electrical Major

Aug 2005 - Jun 2009

Bachelor degree in Electrical Major.

ZHCET(AMU), Aligarh

M.Tech.

Instrumentation & Control

Aug 2011 - Feb 2014

Masters degree in Instrumentation & Control.

Skills

Python
pyspark
impala
SQL
Tableau
Jenkins
Linux
Azure
Github
Bitbucket
Confluence
Jira
K-cards
.EDI format
regex pattern
Advanced Excel
pytesseract
Linear regression
Box plot
Heat map
VIF
scikit-learn
matplotlib
seaborn
cross validation
precision
recall
accuracy
Tf-Idf vectorizer
YOLO V3
tesseract
textract
CNN
Restful API (Flask)
Mongodb
RNN Encoder Decoder
Transformer
RASA NLU
GPT
Docker
Xgboost
Time series
ARIMA model
Django