A highly analytical individual with proven experience in machine learning, statistical modeling, predictive analytics and passion in problem solving
I specialize in analyzing & interpreting raw data, developing model selection criteria, explainable deep learning and NLP.
Worked with perspective as 'Another level of fulfillment derives from conquering an inherent problem'. which allowed me to be gleaned crucial technical understanding for a range of POCS and projects, including RDKit, cheminformatics and SMILES for a project involving Healthcare, same with BFSI and so on.Carried out data analyzation, preprocessing, and EDA with advanced tools such as pandas-profiling, dtale, and dataprep. Processed with text preprocessing using NLTK library and create DataFrame by using Bag of words, TF-IDF to perform the feature extraction. experimented with anomaly detection, null values, and redundant features, and treated them with techniques such as KNN Imputer.Number of models were trained using various machine learning, deep learning, and NLP methods and evaluated that with various evaluation metrics, Hypothesis testing etc.
A highly analytical demonstrated capabilities in machine learning, statistical modelling, predictive analytics, and problem solving for around 3 years. I excel in evaluating and interpreting raw data(ETL), developing model selection criteria, explainable deep learning, and natural language processing(NLP). I've routinely worked from start to end on multi-domain projects. Have expertise developing and deploying highly scalable machine learning models. Right now, I'm looking for a demanding job that will let me develop my talents and potential to the fullest while also fostering professional and organizational growth.
Find patterns and trends in datasets to uncover insights. Create algorithms and data models to forecast outcomes. Use machine learning techniques to improve the quality of data or product offerings. sometime might also spend more time developing models, using machine learning, or incorporating advanced programming to find and analyze data.
