Default profile banner
AT

Ayushi Tyagi

@ayushityagi

Machine Learning Engineer at Skyage IT Services Pvt. Ltd.

Gurugram, Haryana

https://www.linkedin.com/in/ayushi02/

SkyAge IT Services Pvt. Ltd.Great Lakes Institute of Management

Professional Machine Learning Engineer with 4+ years of experience in creating Machine Learning and Deep Learning solutions. Currently working with Skyage IT Services Pvt. Ltd. as Machine Learning Engineer. Skilled in reviewing, analysing data to provide technical inferences for business solutions.

Experience

Machine Learning Engineer

SkyAge IT Services Pvt. Ltd.

Apr 2001 - Present

Performed advanced analytics using python and build predictive models and segmentations. Worked on various NLP techniques to pre-process unstructured text data and remove noises. Improvisation of model predictions by using hyper parameter tuning. Applied various segmentation, morphological operations and annotations to remove irrelevant data from images. Onboarded and trained new joiners on Analytics and Machine Learning.

Trainee Engineer - Marketing

BG LI-IN Electricals Ltd. (BAGLA)

Sep 2001 - Jun 2001

Working together with Product marketing and R&D to develop an offering that provides customer values and business growth. Providing the service to the customers to reduce complaints. Develop and maintain an annual sales plan for assigned OEM accounts that meets or exceeds orders plan and grows market share within their assigned accounts. New business development of target accounts is a key activity. Cross functional coordination.

Machine Learning Trainee Engineer

SkyAge IT Services Pvt. Ltd.

Jul 2001 - Mar 2001

Involved in data cleaning, pre-processing of data, feature engineering and training models to make predictions. Evaluate and implemented various ML algorithms. Research and implemented various Computer Vision and NLP techniques. Visualized data using tableau to draw inferences. Responsible for data mining, collection and cleansing data, making it relatable for further analysis.

Education

Great Lakes Institute of Management

PGP in Data Science & Engineering

Jan 2019 - Jan 2020

RGPV

BE in Electrical & Electronics Engineering

Jan 2014 - Jan 2018

Licenses & Certifications

NLP Basic course for beginner

Udemy

• No expiration

Data Analytics Consulting

Inside Sherpa (KPMG)

• No expiration

6 Shades of Data Science

Spark Analytics

• No expiration

Data Analysis with Python

IBM (Cognitive Classes)

• No expiration

SQL and Relational Databases 101

Big Data University (Cognitive Classes)

• No expiration

Skills

C
Python
Tableau
Pyspark
MySQL
Advance Excel
Numpy
Pandas
Scipy
Matplotlib
Seaborn
Plotly
Scikit-learn
Keras
OpenCV
Tensorflow
Linear/Logistic Regression
Decision Tree
KNN
SVM
Naive Bayes
Random Forest
LGBM
XG-Boost
Kmeans
Hierarchical clustering
Statistical modelling
NLTK
SPACY
Gensim
NER
Topic Modelling
AWS (EC2 instances, Sagemaker, S3 bucket, IAM user)
CNN
RNN
LSTM
Bidirectional LSTM
Inferential & Descriptive Statistics
Hypothesis testing
T-test
Chisquare
ANOVA
MySQL (Queries, Joins, Windows function, Subqueries)
EDA using Python