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Title Machine Learning Data Science
Target Location US-FL-Miami
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Candidate's Name
Miami, Florida Street Address   PHONE NUMBER AVAILABLE  EMAIL AVAILABLESummaryDedicated professional with post graduate certification and interests and skills in data science, machine learning and artificial intelligence.Detail-oriented researcher excelling at planning, multi-tasking, and time management that supported and enabled successful large-scale production of an antibiotic (Tacrolimus) for Biocon and bio-fertilizers for a fertilizer company.An individual committed to the work in hand, willing to learn, and eager to return to a full-time position. SkillsData science: Python and its libraries, MySQL database management system, statistics, R, and business analysis with Tableau, Power BI, and Google Data Studio.Machine Learning tools: Supervised and unsupervised learning. Artificial intelligence and Deep Learning: Introduction, Time Series forecasting, NLP, extracting data from PDF, Microsoft word and Json, exploring the text, converting text into features and implementing machine learning algorithms, text mining, sentimental analysis, and Open CV, Reinforcement Learning, TensorFlow, Keras, Siamese Network.Microbiology: Microbial culture, sterilization of lab wares using hot air oven and autoclave and preparation of broth, agar and media.Biochemistry: Spectrophotometry, biochemical assays for reducing sugars and protein quantification. General skills: Project execution, data analysis and interpretation, organized and detailed record-keeping, problem-solving, innovation, collaboration, critical thinking, time management, team building, and leadership. ExperiencePost Graduate Program in Data Science, Careerera (Online Certification) Credit hours: 224Completed a four-week Capstone project in real-world healthcare (COVID-19) dataset with distinction. The project aimed at highlighting the importance of machine learning models in achieving better healthcare outcomes. Applied machine learning algorithms to predict COVID-19 disease intensity. The project involved data cleaning, exploratory data analysis, statistical analysis and developing machine learning models using Python to evaluate the outcomes (multiclass classification labels) based on multi-variables such as age, respiratory symptoms, gender, patient type, hospitalization, and medical facilities. Data analyzed by this effort can be valuable for healthcare professionals to develop preventative measures for COVID-19 patients with high-risk of developing respiratory problems.Completed Data Science internship program, Feb-Aug 2024Certified in Data Visualization Tools-Tableau, Power BI and Google Data StudioCertified in Machine Learning and Artificial Intelligence o Multiclass classification with Python Keras Deep Learning in healthcare (COVID-19) dataset. Applied this model to make predictions on new data.o Comprehensive projects of Power BI. Analyzed real-world data around COVID-19, Titanic, road accident, and terrorism attack in South Asia and studied the factors that influenced the data. o Clustering Analysis project in R with shopping data. Segmented customers by age, income, or gender to better understand how these factors impact their purchasing decisions. o Comprehensive projects of Tableau. Analyzed of real-world covid-19 dataset, predicting heart disease, diabetes dataset, predicting heart failure, stroke prediction, lung cancer, and explored factors contributing to the trends in the data.o Certificate of participation in the hackathon titled Rental bikes volume prediction and demand forecasting for bicycle rentals. Created several models with Random Forest, XG Boost, Light GBM, LSTM, and GRU and predicted the volume of rented bikes at an hour level granularity for the given instances within the test data.Stay-at-Home ParentDedicated to parenting two little daughters and managing the capacity of spouses income to cover all necessities and activities. Successfully led and organized 10-12 social gatherings, prepared menus for up to 50 people and drove strong team-building.Marketing and Sales Assistant at Bhairav International Brokers, IndiaResearched the list of large-scale industries ranging from textiles, petroleum, refineries, and powerhouses in selected regions and compiled their contact details.Planned and contacted these industries to understand their requirements of relevant equipment and recorded the data in an excel spreadsheet, facilitating equipment sales for the company in an easy and organized manner. Trainee in Production Development at Biocon Limited, IndiaUnderwent training for microbial production of high-quality, industry grade Tacrolimus using Streptomyces sp. for application in organ transplantation.Prepared microbial cultures in a sterile biosafety cabinet and performed biochemical assays involving Benedicts reagent to assess levels of reducing sugar in the cultures using Benedicts reagent, generated calibration curves, and analyzed data in a spreadsheet.Collaborated with other scientists in the team and supported their work by providing tacrolimus in a timely manner for its quality assessment using mass spectrometry, HPLC and PCR. Research Assistant at P.S.G.R. Krishnammal College for Women, IndiaLed a project involving genetic improvement of Bacillus sp. for overproduction of neutral protease, conducted biochemical assays, analyzed results, and prepared a thesis for submission to the college. Designed, planned, and performed bacterial cultures by applying streak, spread, and pour plate techniques. First scientist to implement in the department Biurets protein quantification assay and spectrophotometric analysis.Treated bacteria isolated from different soil sources with methyl methane sulfonate, centrifuged the bacterial suspension, and estimated neutral protease/protein released in the supernatant by spectrophotometry. Identified that Bacillus sp. from heme treated soils responded better to methyl methane sulfonate and exhibited higher neutral protease activity than non-heme treated soils.Isolated and produced Azotobacter (nitrogen fixing bacteria) in a biosafety cabinet for further expansion and application in agricultural lands by Sakthi Fertilizers (Coimbatore, India).Participated in a one-month training on biochemical and molecular analysis of Cyanobacteria sp. at University of Madras and acquired beginner level training in gas chromatography and agarose gel electrophoresis.Organized and volunteered in National Service Schemes to create awareness about diabetes in local villages. Education & AwardsPost Graduate Online Certification in Data Science, Careerera, P.S.G.R. Krishnammal College for Women, Bharathiyar University Masters in Microbial Biotechnology, Outstanding graduate and first rank holder Bachelors in Plant Biology & Biotechnology, University rank and scholarship holder

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