Data-driven Junior Data Scientist with 2+ year of experience in machine learning algorithms and deep learning algorithms. Proven ability to transform raw data into valuable insights through advanced analytics . Previous roles involved prepare and improving predictive models and contributing to cross-functional teams towards achieving strategic business goals.
Project 1: Arcus
Client: 3I-Infotech
Aims to offer an easy, cost-efficient, and fast platform for individuals and businesses to create innovative products using ready-made modules. Facilitates collaboration, integration, and cross-functional teamwork. Offers open-domain access to services for efficient product development. Integrates key AI services: computer vision, Natural Language processing, and Audio analytics.
Implemented the GenAI for the NLP Use cases and OpenAI Whisper model for Audio Use cases
Project 2: Infi Analytics Platform
Client: TFCU, USA
Development of the robust platform, a comprehensive data analysis and visualization tool offering forecasting, clustering, and what-if simulation capabilities.
Developed a powerful clustering module utilizing K-means clustering algorithms to uncover hidden patterns and structures within the data.
Integrated what-if simulation functionality.
Project 3: AutoML
Client: Internal Product
Development of a low-code/No-code AutoML platform capable of handling diverse machine learning tasks.
Implemented robust regression, classification
modules to cater to a wide range of use cases.
Developed an automated data preprocessing pipelines to streamline feature engineering and data cleaning processes.
Project 4: CRM Platform
Client: Internal Product
Retail CRM Platform This product helps to create better customer experiences and enable data-driven decision-making to optimize customer engagement and business outcomes.
Showcase the personal information of Customer at platform like Age, Last time Shopping, Average spending amount etc.
Add AI use cases at platforms like Churn Analysis, Offer Personalization, Cross-Sell and Upsell, Marketing Channel Affinity etc. Using Machine Learning and Deep Learning algorithm.
Project 5: Aditya Birla Life Insurance
Client: 3I-Infotech
The aim of this Project is to Analysis the data and find out the insights from the data. Prepare dashboard. Using EDA find out the Key Insights from the data and Prepared dashboard, display all the insights using PowerBi visualization Tool.
Project 6: ICC (Insight Command Centre)
Client: 3I-Infotech
The aim of this project is to Digitalize the entire process and create Dashboard to streamline the overall workflow. Use Apache superset visualization to prepare the Quality Dashboard. Manipulate the data using SQL to find the insights of the data.
Manipulation Data Visualization Exploratory Data Analysis
Machine Learning Predictive Modelling Statistical Regression Classification NLP Time Series Forecasting Deep Learning Computer Vision Gen AI Transformer NumPy Pandas scikit-learn matplotlib seaborn scipy NLTK Git-Hub Tensorflow PyTorch
Azure AI/ML SnowFlake Cross-validation technique Python SQL PostgresSQL Apache Superset Tableau Power BI