Ayaan A.

Data Scientist

Bengaluru, Karnataka, India3 yrs 9 mos experience

Most Likely To Switch

Key Highlights

Strong foundation in Machine Learning and Deep Learning.
Proficient in Python and data analysis tools.
Experience in frontend development with Angular.

Stackforce AI infers this person is a Data Scientist with strong software engineering skills in SaaS environments.

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Skills

Core Skills

Data ScienceMachine LearningSoftware Engineering

Other Skills

API DevelopmentAPI developmentApacheBiostatisticsBitbucketBuilding AutomationC++Computer VisionConfluenceDaskData AnalysisData AnalyticsData CollectionData VisualizationData Warehousing

About

Seeking a challenging career in Computer Science. With a strong foundation in Machine Learning, Deep Learning, and Python, I have developed several models and data analysis tools. Along with that I have worked on the frontend development part of a project using angular. Also worked as a python developer where I have strengthened my Python programming skills

Experience

Texas instruments

2 roles

Data Scientist

Promoted

Dec 2023 – Present · 2 yrs 3 mos · On-site

Using the data collected from a data collector tool to perform data analysis and modeling tasks
Applied regression techniques and time series forecasting methods to understand the patterns and trends in the data, and to make predictions based on the data
Analyzing the quality of data that we are getting using different techniques and cleaning it.
Working on Dask for faster execution of data loading processes and advanced analysis techniques
Worked on Log parsing of Apache log files of the server and stored the data in the database
From the stored data of the Apache log file,generated an analysis to test the server load
Integrating Spotfire dashboards ( created with the data stored in the DB ) into the UI using spotfire widget.

Data analysisModelingDaskApacheSpotfireData Science+1

Software Engineer

Jan 2023 – Dec 2023 · 11 mos · On-site

Spearheaded the process of log parsing and data aggregation from diverse sources, ensuring secure storage in Oracle Database.
Leveraged Oracle SQL Developer, Spotfire, and Python for comprehensive database analysis aimed at data visualization.
Orchestrated the collection and cleaning of data, leading to the creation of a dedicated database designed for continuous data streaming from various global locations.
Conducted in-depth analysis of the aforementioned database to enhance understanding of its structure and fields.
Currently developing a user-friendly interface for data analysis and visualization to improve customer experience.
Gaining proficiency in building multi-page applications using Angular CLI as part of an ongoing project to create a single-page application.
Managed the application lifecycle using Jenkins pipeline and Apache server configuration

Oracle SQL DeveloperSpotfirePythonData visualizationData cleaningSoftware Engineering+1

Alphastream.ai

Python Developer ( MTS-1 )

Jun 2022 – Jan 2023 · 7 mos · Bengaluru, Karnataka, India · On-site

Developed feature extractor and table extractor modules, specializing in the extraction of specific data types from documents.
Implemented object detection models, including Google’s pix2seq and YOLO models, to enhance data analysis capabilities
Designed a multilingual text translator and real-time text summarizer capable of both abstractive and extractive summarization.
Conducted web crawling and web scraping processes, contributing to the development of a document classifier module.
Applied IP rotation techniques to optimize web scraping processes.
Automated the process of data extraction from various websites, streamlining data preparation procedures.
Extracted data from time-series datasets and developed an API to facilitate various functionalities.
Conducted sentiment analysis studies and explored its practical applications.
Implemented several face detection models and developed an application for live face detection.

PythonObject detectionWeb crawlingAPI developmentSentiment analysisSoftware Engineering+1

Sigmoid

Data Scientist Intern

Jan 2022 – May 2022 · 4 mos · Bengaluru, Karnataka, India · Remote

Implemented supervised, unsupervised, and reinforcement learning models to develop a credit card approval system.
Developed a predictive model capable of determining the eligibility of customers for credit card issuance, and utilized clustering algorithms to assign credit limits.
Acquired proficiency in key data science technologies such as Python, Machine Learning, Tableau, Excel, and Biostatistics

Machine LearningPythonTableauBiostatisticsData Science

Foxmula - the smart way

Software Engineer Intern

Sep 2020 – Oct 2020 · 1 mo · Bengaluru, Karnataka, India · Remote

Acquired proficiency in multiple technologies such as Machine Learning, Deep Learning, and Python.
Implemented supervised, unsupervised, and reinforcement learning models to predict the estimated price of houses in specific regions based on various characteristics such as square footage, number of bedrooms and bathrooms, waterfront area, and more.

Machine LearningDeep LearningPythonData Science