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Provided comprehensive project documentation, including pre-project assessments, requirements gathering with business rules, data source mapping, dimensions, metrics, and all relevant documentation for a BI project | 0Data Engineer
| qlikview, postgres sql, oracle, tableau, confluence, hue apachevisualization, sas, qlik, css, google sql, salesforce, json, looker, python, qlik cloudml frameworks, powerbi, github, ssis integration services, gcp, data modeling, yii framework, html, snowflake, mongodb, superset apache, ssrs mobile, planning, sql, c++, monday, joomla, google bigquery, sql server, r, service desk jira, rd station, google analytics, nlp, postgresql, azure, totvs, blitz basic, microstrategy, blitz basicdatabases, mysql, alteryx, aws, qlik sense, c, wordpress, jquery, azure sql, mariadb, azuredata, delphi, google data studio, jira, ssrs reporting services, php |
Created a data lake using several different APIs to centralize customer risk assessment data into an extensive customer database used for machine learning processing and risk score and risk assessment models. | 0Data Engineer
| apache spark, kafka, oracle, tableau, apache kafka, databases, pandas, spark, kubernetes, apache cassandra, python, apache hadoop, git, powerbi, pentaho, gcp, aws emr, aws athena, ml frameworks, snowflake, mongodb, aws glue, apache airflow, scala, sql, elasticsearch, dynamodb, visualization, talend, aws cdk, neo4j, aws ec2, aws lambda, sap, google bigquery, sql server, r, postgresql, terraform, azure, docker, governance policies, cassandra, decision making, mysql, linux, java, aws, aws ecr, azure sql, aws redshift, mariadb, sagemaker, data management, redis, aws s3, data, hadoop |
Responsible for the migration of several MapReduces Hadoop jobs to Spark. | 0Data Engineer
| aws ec2, luigi, apache spark, kafka, c#, sql server, apache kafka, databases, spark, prometheus, terraform, kubernetes, pyspark, ansible, apache cassandra, python, apache hadoop, cassandra, mysql, gitlab, java, aws, databricks, chef, mesos, apache airflow, redis, airflow, scala, sql, elasticsearch, data, grafana, dynamodb, visualization, jira, hadoop, delta lake |
Developed predictive models using scikit-learn that predict customers’ future actions (e.g. card cancellation, renewal) and deployed results directly to a CRM software consumed by a REST API. | 5Analytics Engineer
| olap cubes, numpy, apache spark, nnet, python seaborn, hdfs, tableau, sas, pandas, qlik, markdown, python, shiny, powerbi, tableau server, ml frameworks, seaborn, sparkr, sql, tidyverse, aws eventbridge, aws sagemaker, visualization, tidymodels, requests, aws lambda, aws ec2, caret, sql server, r, nlp, tableau prep, postgresql, data.table, pyspark, power bi, mysql, statistics, aws, qlik sense, spotfire, aws redshift, sagemaker, scikit-learn, aws s3, google data studio, data, forecast, solver |
Classified forum questions as good or bad using deep-learning-based NLP, serving predictions with explainability through a dockerized API deployed in AWS. | 3Machine Learning Engineer
| aws ec2, tensorflow, xgboost, ml tools, streamlit, transformers, databases, pandas, bash, nlp, python, docker, git, aws ecs, decision making, nltk, aws rds, fastapi, aws, node.js, snowflake, mongodb, nodejs, seaborn, scikit-learn, apache airflow, aws s3, sql, data, mlflow, aws lambda |
Created tables on DBT, to use on models and dashboards, avoiding source changes in tables with billions of rows Gave presentations to the data science team in shared knowledge sessions | 2Data Scientist
| pytorch, eks., numpy, tox, aws elastic beanstalk, c#, tableau, databases, pandas, metaflow, javascript, diffusers, kubernetes, python, git, github, selenium, huggingface, time series, aws - rds, ml frameworks, ec2, snowflake, seaborn, apache airflow, keras, sql, visualization, mlflow, postgres, travisci, beatifulsoap, aws ec2, tensorflow, xgboost, streamlit, postgresql, php, iam, aws eks, docker, aws ecs, aws iam, matplotlib, mysql, hugging face, aws rds, ecr, fastapi, detectron airflow, statistics, aws, ecs, aws ecr, opencv, aws redshift, scikit-learn, dbt, aws s3, scipy, data, pytest, github actions, computer vision |
Recruited and mentored machine learning engineers to help them improve their careers and become highly skilled deep learning practitioners. | 3Machine Learning Engineer
| apache spark.visualization, bokeh, lightgbm, tensorflow, pandas, twisted., postgresql, jenkins, twisted, apache cassandra, python, git, docker, aws ecs, github, amazon redshift, and javascript.databases, fastapi, aws, ml frameworks, mongodb.data, mongodb, aws redshift, scikit-learn, apache airflow, flask, c++, github actions, mlflow, computer vision |
Implemented a cutting-edge WhatsApp chatbot, powered by a FastAPI backend, to enhance daily tasks for teachers at Comfama schools. Facilitating seamless integration with external APIs for voice-text and text-voice transcription, utilizing state-of-the-art NLP technologies. The data generated by the chatbot was stored in a SQL Synapse Analytics instance, enabling efficient data management and analysis. A subsequent internal survey revealed that over 75% of teachers found the tool very helpful in preparing educational activities, showcasing its significant positive impact. | 2Data Scientist
| pytorch, numpy, apache spark, jupyter notebooks, tableau, sas, pandas, databases, azure blob storage, javascript, python, powerbi, github, gcp, huggingface, ml frameworks, azure data factory, google compute engine, azure virtual machines, aws sdk for python (boto3), sql, aws api gateway, visualization, mlflow, aws lambda, aws ec2, aws boto3, go, xgboost, azure synapse analytics, sql server, streamlit, bash, nlp, postgresql, terraform, azure, pyspark, azure synapse, docker, matplotlib, mysql, fastapi, plotly, aws, aws ecr, azure sql, databricks, jupyter notebook, data management, scikit-learn, shell scripts, aws s3, data, github actions |
Combed through the database and codes to find the cause of unusual information. | 1Data Analyst
| sap, power automate, tableau, microsoft word, pandas, jinja, python, git, sharepoint, microsoft excel, powerbi, github, decision making, sap business objects data services, sap business objects web, vs code, microsoft power point, ms excel, minitab visualization, snowflake, mssql, oracle data, dbt, apache airflow, ms sql, planning, sql, sap business objects bi, matlab databases, power apps, sigma |
Proposal for changes in methodologies and plans to react to the situation projected by the company. | 5Analytics Engineer
| other |
Developed a framework in C and C++ for precise image acquisition in time-constrained tasks, to ensure accurate timing of image capture and maintained data integrity. | 4Software Engineer
| pytorch, numpy, apache spark, jupyter notebooks, c#, solid edge, aws s3data, pandas, labview, python, git, github, huggingface, nltk, platformio, 3d printing, aws ecs, annoy, apache airflow, planning, aws eventbridge, shap, c++, .net, mlflow, pytorch lightning, aws lambda, aws ec2, aws fargate, tensorflow, xgboost, streamlit, nlp, optuna, postgresql, aws sns, pythondatabases, docker, kicad, aws ecs, latex, mysql, awsml frameworks, fastapi, aws, aws ecr, raspberry pi, databricks, jupyter notebook, aws redshift, imagej, scikit-learn, aws s3, scipy, github actions, computer vision |
Supported the different business analysts by following up on the project requirements, due dates and schedule so that the tasks can be completed on time. | 1Data Analyst
| qlikview, teradata, apache spark, oracle, tableau, databases, pandas, powerquery, dax, apache hadoop, python, powerbi, alation, miro, snowflake, microsoft project, seaborn, databricksvisualization, sql, microsoft visio, trello, ibm, tensorflow, domo, netezza, r, bash, collaboration, power bi, microsoft excel, matplotlib, asana, linux, plotly, c, databricks, ggplot2, shell scripts, redash, dash, google data studio, data, jira, leadership |
Built ETL workflows to unify the different data sources from different merchandise distributors. | 2Data Scientist
| simul 8, pytorch, numpy, apache spark, teradata, jupyter notebooks, databases, pandas, regex, google sql, microsoft office, apache cassandra, python, looker, git, gcp, huggingface, ml frameworks, mongodb, seaborn, apache airflow, keras, planning, sql, xdk, elasticsearch, aws api gateway, google plx dashboards, visualization, mlflow, aws ec2, aws fargate, tensorflow, xgboost, google bigquery, r, streamlit, bash, nlp, postgresql, pyspark, matlab, docker, aws ecs, matplotlib, decision making, latex, mysql, fastapi, java, aws, aws ecr, apache beam, databricks, jupyter notebook, aws redshift, scikit-learn, shell scripts, tf object detection api, airflow, aws s3, data, beautiful soup |
Built and presented internal training. | 5Analytics Engineer
| numpy, apache spark, teradata, oracle, hdfs, bitbucket, pandas, databases, qlik, spark, hive, kubernetes, apache hadoop, python, git, powerbi, github, gcp, time series, gitlab, ml frameworks, mongodb, apache airflow, sql, elasticsearch, visualization, mlflow, metabase, aws ec2, db2, tensorflow, sql server, postgresql, scrapy, azure, azure synapse, docker, sqlserver, mysql, linux, statistics, aws, sqlite, apache hive, azure sql, databricks, jupyter notebook, sagemaker, scikit-learn, dbt, shell scripts, flask, airflow, data, hadoop, delta lake |
Maintained code-base, worked in code refactoring, cleaning , testing and optimizing code. | 6Full-Stack Engineer
| pytorch, apache spark, c#, relational dbs, swift, pytorch., jenkins, functions, javascript, cognitive, and java., cloud sql, python, git, github, selenium, programming, rds, cloud, azure virtual machines, ml, mongodb, apache airflow, sql azure, keras, nosql, sql, c++, .net, django, apis., aws ec2, sql server, bash, .net core., backend, blob storage, postgresql, virtual machines, azure, docker, mysql, aws rds, aws, java, opencv, azure sql, kotlin, sklearn, appservice, bash scripting, aws s3, s3, jira, load balancer, php, react |