Shaista N.

Data Engineer

Bengaluru, Karnataka, India10 yrs 8 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Proficient in machine learning and data science.
Experienced in developing AI-driven automation solutions.
Strong background in data visualization and business intelligence.

Stackforce AI infers this person is a Data Science professional specializing in AI-driven SaaS solutions.

Contact

Skills

Core Skills

Data AnalysisBusiness IntelligenceMachine LearningData Science

Other Skills

AIAdvanced SASAlgorithmsAnalytics with ExcelBusiness AnalysisBusiness InsightsComputer VisionData MiningData VisualizationDeep LearningExploratory Data AnalysisLeadershipMicrosoft ExcelMicrosoft Power BIMicrosoft PowerPoint

About

I have experience in data-related disciplines (Data Analytics, Exploratory Data Analysis, Power BI, Data Visualization, Machine Learning, Deep learning, AI, Data Mining, etc) and hold a B.Tech degree in Electronics and Communications Engineering along with an MS in Data Science. My skills are *Ability to analyze, model, and interpret data. * Good understanding and hands-on experience in programming languages, such as SQL and Python. * Excellent written and verbal communication skills * A high level of mathematical ability and statistics

Experience

10 yrs 8 mos

Total Experience

1 yr 6 mos

Average Tenure

3 yrs 2 mos

Current Experience

Violetpath technologies

Data Analyst L2

Apr 2023 – Present · 3 yrs 2 mos · Remote

 Organize, extrapolate, and disseminate data across departments to be used to conclude current methods´ success.
Present detailed reports about the meaning of gathered data to members of management and help them identify scenarios utilizing modifications in data
 Creating Business Intelligence dashboards using Power BI and My SQL queries for all clients.
 Using Python to clean and prepare datasets for loading to the database.
 Doing User Acceptance Testing(UAT) to fix the issues and reporting to the concerned teams
working for NBFC, Insurance and FMCG clients

Business AnalysisMicrosoft Power BIPythonMySQLData AnalysisBusiness Intelligence

Addicor technologies privated limited

Senior Data Scientist

Apr 2021 – Mar 2023 · 1 yr 11 mos · Remote

Worked on a Robot Process Automation product to deal with ingesting all kinds of files and
giving the desired output. Different bots (different Deep Learning Models using TensorFlow, Computer Vision, etc.) were used to carry out the process for specific functions.
The Python libraries being used are NumPy, pandas, TensorFlow, OpenCV, etc. Annotating
the amount written in words in cheques (a project of a Govt Sector Bank) for SSD model
detection using the tool VoTT. Training the model with the TFRecords generated after annotating
the data on Google Colab. Used Tensorboard to visualize epoch accuracy and epoch loss
while training the model.
Worked on a Robotic Process Automation product enabled with AI, having different
bots(modules)designed for specific purposes. The bots were designed using Deep Learning
algorithms, For example, for the ROI extractor bot OpenCV and Tesseract have been used, and for the image aligner bot, OpenCV and NumPy libraries have been used.
Also, I was the secondary contact to answer questions from the business and development teams
and written user stories’ functional design from business requirements for the development
team.

Deep LearningTensorFlowComputer VisionPythonNumPypandas+3

Accure inc.

Data Scientist

Oct 2020 – Feb 2021 · 4 mos · India · Remote

I was involved in creating machine learning algorithms for a mortgage company to automate their onboarding process. My tasks involved data preparation, data cleansing and training the model.

PythonExploratory Data AnalysisMachine LearningData Science

Addicor technologies privated limited

Data Scientist

Aug 2019 – Sep 2020 · 1 yr 1 mo · Pune, Maharashtra, India · Remote

Defined the KPIs, Stakeholder Engagement, Cross-team Coordination, Data visualization .
Involved in a project that was about using machine learning to power the features of a
website by using a chatbot. The same project has been utilized by two clients of different
domains (Supermarket and EdTech) by customizing it according to the needs of clients.
Building training dataset from all notes available from the deployersite.
Training own model for Chatbot according to business needs using Python (RASA-NLU and
RASA-Core).
Implemented a microservice that runs machine learning models and exports an API to
the main server.
My work also involved Understanding the Client’s requirements. Define tests plan and perform user
stories’ and functional testing with proper coverage upon

Webassic it solutions

Data Scientist Trainee

Jan 2019 – Jul 2019 · 6 mos · Pune

Project: Automated Resume Summarization (Client: Middle East based oil and gas company)
The project is about to automate the resume evaluation and shortlisting process for human resource department based on the defined criteria. Developed a Machine Learning- natural language processing (NLP) model using spaCy in Python for business process automation.
Understanding the client requirements.
Building training dataset from all available resources (almost 100,000
resumes from all over world).
Training own custom name entity recognition (NER) model for resume
summarization according to oil and gas industries using sPacy, Pandas, Xlrd libraries of Python.
Generating HTTP response for automatic summarization using Flask.