Encouraging manager and analytical problem-solver with talents for team building, leading and motivating, as well as excellent customer relations aptitude and relationship-building skills. Proficient in using independent decision-making skills and sound judgment to positively impact company success. Dedicated to applying training, monitoring and morale-building abilities to enhance employee engagement and boost performance. Strong leader and problem-solver dedicated to streamlining operations to decrease costs and promote organizational efficiency. Uses independent decision-making skills and sound judgment to positively impact company success.
Implemented Data Preprocessing techniques for making the data insights useful. Used RFM analysis method to find the recency, frequency and monetary score of all the customers in a retail sector. Overall scores generated using rfm scores was used to identify the likelihood of customers shopping next month. Used XGBOOST ensemble method to boost the accuracy to 94%. Successfully deployed the model using streamlit.
Used various web scraping and data extraction tools to create clusters of data. Performed sentimental analysis on the clusters and generated word cloud for the same. Used NLTK and gensim libraries to perform text preprocessing which includes tokenization, removal of stopwords,lemmatization and stemming. Used Latent Dirichlet Allocation(LDA) method of text mining to build the model to classify the clusters to a specific topic. Successfully deployed the model using Streamlit.
Conducted time and process study on the value stream of the production with the help of Lean manufacturing tool " Value stream mapping ". Objective of this project was to optimize the cycle time of the servomotor assembly using Lean methodology by reducing waste or non-value added stream time. Proposed a study for use of soft jaws and fixtures while machining which helped them in increased productivity.
A national Level event conducted by SAE INDIA every year wherein participants should build a Formula 3 type car as a team from scratch. Involved in all stages of manufacturing which involved design, fabrication, suspension, brakes and assembly.
Tableau 2020 A-Z Hands-on
SQL Certification from Udemy