I am a
professional data scientist and software engineer with over 10 years of
experience delivering high quality and impactful data science solutions. I
specialize in the development of innovative and effective data-driven
applications, and I have a proven track record of success in the design and
implementation of complex data-driven projects.
My clients include
businesses of all sizes, ranging from start-ups to Fortune 500 companies. My
data science services range from data exploration and analysis to machine
learning and artificial intelligence (AI) applications. I have extensive
experience in a variety of programming languages, such as Python, R, and SQL,
and I also have experience with Big Data technologies such as Apache Spark,
Hadoop, and Hive.
I am passionate
about creating cutting-edge solutions that drive business value and am
constantly exploring new technologies and trends in the industry. I am a
problem solver and strive to find the best possible solution for my clients,
regardless of the complexity of the problem. My portfolio includes a number of
successful projects, such as developing a customer segmentation model for a
large insurance company, creating an AI-based recommendation engine for a major
e-commerce platform, and building a predictive analytics system for a large
retail chain.
I provide a unique
blend of expertise and knowledge, combining my technical and analytic skills
with a strong understanding of business needs. My deep understanding of data
science allows me to provide a tailored approach to each project and deliver
maximum value to my clients. I am also available for freelance projects and am
ready to help you get the most out of your data.
My areas of expertise include:
Machine Learning
·
NLP
·
Data acquisition, cleaning, and
manipulation
·
Exploratory data analysis
·
Model Building
·
Supervised, Unsupervised
learning
·
Hyper-parameter tuning to get
the best model
·
Classification and regression.
·
Familiar with ensemble
techniques.
·
Data
Preprocessing
·
Building
data pipelines
·
Data
Normalization
·
Data
Mining
·
Data
Analysis
·
Data
Visualization
·
Regression
·
Prediction
·
Object
Detection
·
Object
Recognition
·
Time
Series Forecasting
·
Data
warehousing
·
Clustering
·
Sentiment
Analysis
·
Dimensionality
Reduction
·
Recommender
Systems
·
Deep
Learning (ANN & CNN) Projects
·
Computer
Vision Projects
·
Natural
Language Processing Projects
·
Trading
Bots
·
Stock
Prediction
·
MySQL/
SQL Server Connectivity
·
End-to-End
Machine Learning & Deep Learning Projects
I can use the following
algorithms, but are not limited to:
ANN, CNN, RNN, GRU, XGB,
SVM, GAN, LSTM, KNN, K-Means, DBSCAN, HDBSCAN, PCA, LDA, and many more.
The deliverable
would include a jupyter/colab notebook with all the markdowns and comments.
Each and every line of code would be explained.
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