Ritik Verma

AI Researcher

Panipat, Haryana, India5 yrs 3 mos experience

Most Likely To Switch

Key Highlights

Developed robust machine learning models with less than 7% error.
Created a Smart Energy Monitoring System for commercial setups.
Automated data analytics and visualization for energy optimization.

Stackforce AI infers this person is a Data Scientist with expertise in Energy sector analytics and machine learning.

Contact

Skills

Core Skills

Machine LearningData ScienceData AnalyticsData Visualization

Other Skills

Amazon AWSCC++ClusteringCross ValidationData Structure and AlgorithmsDatabase Management System (DBMS)DockerEnsembleExploratory Data AnalysisFastAPIFeature EngineeringFeature SelectionGitHeroku

About

Data Scientist at Dunnhumby. Good problem solving skills, developed various machine learning models, build statistical algorithms for business problems and perform data analysis on variety of data. Love to learn and explore new tech and opportunities. My Skills: • Programming Languages: C, C++, Python • Libraries: NumPy, Pandas, Plotly, Matplotlib, Seaborn, Scikit-learn, SciPy, Imblearn • CS Subjects: Data Structure and Algorithms, Database Management System (DBMS), Object Oriented Programming (OOPs) • Databases: SQL, MongoDB • DevOps Tools- Git, Docker • Machine Learning • Regression- Linear Regression, Logistic Regression, Ridge and Lasso Regression, Polynomial Regression • Ensemble- Decision Tree, Bagging, Random Forest, Voting ensemble, Adaboost, Gradient Boosting, Xgboost, Stacking, Blending • Other- KNN, SVM, PCA • Clustering: KMeans, Hierarchical Clustering • Imbalance: Undersampling, Oversampling, SMOTE • Other Data Science Techniques: Feature Engineering, Feature Selection, EDA, Cross Validation, Hyperparameter Tuning, Outlier Detection • Mathematics: Linear Algebra, Statistics • Data Analysis/ Data Analytics • Framework: Streamlit, FastAPI • Deployment : Heroku, Amazon AWS And Learning many more... I would love to connect and learn more from you!!! Drop a Hi! :) Gmail: ritikverma0599@gmail.com

Experience

5 yrs 3 mos

Total Experience

1 yr 9 mos

Average Tenure

2 yrs 9 mos

Current Experience

Dunnhumby

Senior Applied Data Scientist

Sep 2023 – Present · 2 yrs 9 mos · Gurugram, Haryana, India · Hybrid

Machine LearningData ScienceData AnalyticsPython for Data Science

Jio

Data Scientist

Jul 2021 – Aug 2023 · 2 yrs 1 mo · Bengaluru, Karnataka, India

➢ Deployed machine learning based solar generation forecasting algorithms into production. It helps users to schedule their energy needs by informing them about the generation three days in advance. The deployed models have less than 7% percentage error, and work robustly irrespective of weather/season change because we built a robust algorithm, which is re-trained often whenever we observe performance/data drift.
➢ Develop and implement algorithms for different projects such as fault detection in panels, solar energy forecasting, voltage scoring mechanism and power factor anomaly which are integrated in the products.
➢ A ‘Smart Energy Monitoring System’ has been created for the commercial setups providing a cross leverage solution through different B2B products and help to monitor, control, and optimize the energy usage.
➢ Build the Dashboard for overall monitoring, automated the template-based insights and generate automated alerts based on critical observations/insights which all are integrated into the product to take necessary decisions for optimize and monitor the energy usage which all are accomplished using data analytics and data visualizations.
➢ Worked with the product leads and platform team for designing and integrating various data science features.
➢ Developed internal dashboards to showcase the data science deliverables for various IoT products.
➢ Automated data fetching for collecting data through databases or from API, perform data analytics, EDA, data visualizations on wide variety of data and finally preparing report and present it in a story telling form.
➢ Proposed different business problems solutions through research problems.

Machine LearningData AnalyticsPython for Data ScienceExploratory Data Analysis

Wipro limited

Trainee

Jan 2020 – Jun 2020 · 5 mos · Bengaluru, Karnataka, India

 Designed and develop canvas app for users (SLA tool) and establish email functionality to manage effective deliveries.
 Automated workflow was created to implement security notifications in SharePoint.