Constanza Garcia Email & Phone Number

Chile

Chile

GenAI POCs with AWS Bedrock and GCP

Chile

Intellectual author and head developer for Askme.ai a smart voice recognition chatbot that can navigate, filter and work with your dashboards to eliminate the gaps between the information and you. It works with any reporting tools you have in your company, Tableau, PowerBi, Python Dash and R Shiny. Intellectual author and developer for interconnect, a tool that helps researchers navigate through hundreds of neuroscientific studies to find key information in the best possible way. The project included processes like summarizer, NER tagging, dash dashboards with cytoscape and others.

Bangkok Metropolitan Area, Thailand

• Lead hands on, a team of two senior DS to design, implement and productionize a script template for all True post campaigns. Pyspark and SQL. • Design, evaluate and improve segments for campaigns and surveys on sms and direct app channels. Including work on the highest performing and profit campaigns using Pyspark and SQL.• Created the A/B engine, a centralized repository of phone numbers used to improve the client profile using Pyspark and SQL.

Vitacura, Santiago Metropolitan Region, Chile

• Create and dictate a course designed to improve communication between industrial engineering student and data science by introducing concepts like machine learning, reinforced learning and AI, their differences, limitations and use cases.

Santiago Province, Chile

• Generate POC in NLP and computer vision, including the creation of bi lingual chatbots from scratch and a live emotion recognition using a webcam with python using opencv and tensorflow.• Give lectures and demonstration of the art of possible with machine learning and AI in different events like “America Economía 2018”, fulfilling my role of champion.• Co create a Lex bot connected to a Neptune graph database that delivers KPI directly to a cellphone using AWS.

Providencia, Santiago Metropolitan Region, Chile

• Co creation of Carleads. The project answer who is going to change vehicles and to what car is that person going to change to (with a 80% precision). Involves neural networks, two step cluster, kmeans, geostatistics. Python.

South East Asia

• Accomplish dream of a round the world trip.• Create travel content in the instagram account @millenial_globetrotter

Peoria Y Alrededores, Illinois, Estados Unidos

• List finished good inventory by combining and harmonizing five different databases into one system, using SAS. Maintenance and automatic refresh using JAMS. Listed as Data expert.• Find out the status of every machine and/or machine part at a given point of time, from the order to the final delivery to the customer by harmonizing database and create business logic. • Create "Product management desktop"​ dashboard to give customized information to stake holders. Data management using SAS and Dashboard created with Tableau.• Modify and publish Differentiated quality dashboard on the company server. Tableau.

Peoria Y Alrededores, Illinois, Estados Unidos

• Automatic product classification based on product description, using an ensemble model of random forest and bayesian networks with 95% average accuracy.• Matched customer names across dealers to find overlap and drive deep information on customer behavior (fuzzy match). • Segmented customer based on purchase behavior and then predict customer attrition. • Outlier detection using robust estimators (MAD) wich helps reduce manual errors in parts orders.• Custom projects

Vina Del Mar

• R trainer in DSP program for machine learning project involving topics like neural networks, markov hidden models and sentiment analysis.• Worked on customer analytics projects involving text mining, sentiment analysis algorithms, forecast, linear programing and survival analysis• ICAT Innovation catalizator (inside the company), meet, inform and transmit innovations across the company. Give and develop ideas for improving process, tools and products.

Viña Del Mar

• Data Management: how to cleanse and integrate data, source/mine internal and external data, and basics of data mart management (Extract – Transform – Load), through tools such as SQL and Excel VBA.• SAS & Analytics: simple statistics and analytics techniques to make sense of the data and derive meaningful insights that can support objective decision making, with tools like SAS and R. • MIS Reporting: how different BI tools allow visualizing data and communicating information clearly and effectively through graphical means and tools like Tableau, Excel, and BI concepts.

Santiago, Chile

• Collected information by checking records and interviewing company employees. • Analyzed data in order to create job profiles using the HEY Group methodology.

Viña Del Mar, Chile

• Administered materials for the correct application of the 2013 SIMCE test (Chilean standardized test) in 9 schools.• Managed the monitoring staff for the students taking the SIMCE test.

Valparaiso, Chile

• Supported the teacher in correcting tests, papers, and the submission of balance score card applications in domestic companies. • Learned about scorecard, strategic positioning, SWOT, control panel, KPI, and related information.

Valparaiso, Chile

• Gave talks to university students on sexual education. • Certified by the Health Ministry of Chile.

Santiago, Chile

• Increased processes by identifying the components, completing volume and time analyses, and offering improvements. • Supported training management, volume analysis, and other tasks by helping in the creation of an e-platform. • Gave formal presentations in front of a panel of managers, which developed her communication skills.

Master'S Degree, Big Data And Business Analytics

2014, Comercial Engineer

Activities and Societies: Market research, Scotch 3M. JIM UTFSM. Robotic Center.• Contestant in Marketing Congress. • Outstanding student.

Foods, Nutrition, And Wellness Studies, General

Activities and Societies: Drama.• Acting workshop (1 semester) • Promotion girl and model (Parallel to college)