About saiteja
I am an experienced Machine Learning Engineer with expertise in designing applications using Algorithms, Artificial Intelligence, Machine Learning, and Deep Learning. I have worked on diverse projects, including image classification, object detection, sentiment analysis, and various machine-learning tasks like classification, regression, and drift monitoring.My end-to-end analytics experience spans Data Analysis, Data Visualization, Data Modeling, Machine Learning Model Deployment, and Analytics Framework Development.* Programming: Python (Numpy, Pandas, NLTK, Spacy, Keras, SKLearn, Matplotlib), Flask, SQL.* Tools & Frameworks: AWS, Arize* Misc Tools: VS Code, PyCharm, Git.* Statistics: Inferential Statistics, Experimental Design, Hypothesis Testing (A/B Testing), Regression Analysis.* Machine learning skills: Data wrangling, Exploratory Data Analysis(EDA), Missing values Imputation, outlier detection, feature scaling, feature engineering, feature selection, Dimensionality Reduction, Feature Extraction, Model Building, Model Evaluation, Hyperparameter tuning, Model retraining, Model deployment.* Machine Learning Algorithms: Regression Modeling, Linear Regression, Logistic Regression, SVM, Naive Bayes, Random Forest, XGBoost, Gradient Boosting, Light GBM, KNN Classifier, K-means Clustering, DB Scan, Feature Extraction (PCA, Factor Analysis), Natural Language Processing(Sentiment Analysis, Text Analytics), Convolutional Neural Network(VGG NET, RESNET, YOLO, RCNN, MASK RCNN, SSD).
Key Skills
Experience
Machine Learning Engineer
CurrentTiger Analytics
Client - McDonald's Currently working on developing cutting-edge Promo Optimizer for McDonald's, revolutionizing customer promotions and driving business growth. This innovative solution leverages machine learning algorithms to analyze customer behavior, sales data, and marketing configurations, recommending personalized promotions that maximize transactions, sales, and revenue.
Senior Analyst
Tiger Analytics
Client - Hartford Designed and implemented a cutting-edge Model Health Monitoring Framework, collaborating closely with model owners to ensure seamless deployment and maintenance of machine learning models in production. Focused on proactive data quality monitoring, drift, and model performance to drive continuous optimization.
Data Scientist
Umlaut Company
Client - Airbus The Adamant Project for Airbus focused on optimizing air ventilation systems in aircraft by implementing real-time monitoring of pressure, temperature, and other key metrics. The project aimed to empower aircraft engineers with dynamic dashboards, allowing them to visualize critical data through graphs and make informed decisions to enhance system performance and safety.
Education
Manipal Academy Of Higher Education
Jayamukhi Institute Of Technological Sciences
Jayamukhi Institute Of Technological Sciences
Masters
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Common Questions
What is saiteja's expertise?
saiteja specializes in ML Engineer - Bangalore, with expertise in artificial intelligence, cloudera, data analysis, data science, deep learning.
Where is saiteja located?
saiteja is based in bangalore, karnataka, india.
How much experience does saiteja have?
saiteja has 7+ years of professional experience.
How can I contact saiteja?
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