Hi, I’m
Aditya Dandapat
Kings And Queens PG, Marathalli, Bangalore
There’s no shortage of remarkable ideas, what’s missing is the will to execute them.
Seth Godin
Summary
Qualified Data Scientist, a passionate and motivated individual with a knack of creativity, a flair for detail, imagination and a hint of humor. Also familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel.
Skilled in predictive modeling, data mining and hypothetical testing, advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in MSc. Data Science with Business and Management.
Overview
6
years of professional experience
Work History
Appyhigh TechnologiesGurgaon
Machine Learning Engineer
08.2022 - 03.2023
Job overview
- TensorFlow, Pytorch, Pandas - Implemented TensorFlow, Pytorch and Pandas modules for training models based on Images and end product from various online applications and platforms
- Teamwork - Collaborated with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models
- AI Image Extraction - Incorporated Visual AI Images data to understand and translate complex business problems into machine learning problems
- Data modeling - Conducted data modeling, performance and integration testing.
- Jupyter / Google Collab - Made use of Python, Jupyter notebook and Google Collab for programming implementation
- Benchmarking - Benchmarked end-to-end network performance on DSP and special-purpose accelerator platforms to pinpoint and resolve latency issues.
- Maintenance and Review - Reviewed code changes made by team for accuracy and relevance.
- Created customized applications to make critical predictions, automate reasoning and decisions and calculate optimization algorithms
TurbohireHyderabad
Data Scientist Intern
06.2022 - 11.2022
Job overview
- Implemented pre existing and latest updated algorithms
- Decision Making - Team decision making while increasing profitability by leveraging Data Science.
- Python, SQL server - Used Python, SQL server management, Gremlin (Azure Cosmos DB) for organizing and develop nodes for Knowledge Graph
- SQL server (Analysis) -Used Analysis modules to analyze resume data and organize large chunk of SQL data
- Flask API development and Integration - Developed several APIs regarding job, resume, location, etc and implemented pre existing and latest updated algorithms.
- Azure Devops - Worked on Azure Devops platform and made crucial pull requests on GIT.
- Data Extraction - Performed advanced data extraction and data manipulation
- BeatifulSoup Web Scraping - Implemented Web Scrapping using selenium, BeatifulSoup and Pandas
- Gremlin (Azure Cosmos DB) - Worked with Gremlin (Azure Cosmos DB) and identified, analyzed and interpreted trends in complex data sets using supervised and unsupervised learning techniques.
- Data Visualization - Conveyed data results using graphs and charts
Capgemini, Financial ServicesHyderabad
Junior Data Scientist
08.2020 - 11.2021
Job overview
- Data Analysis - Created and presented models for potential holdings to fund managers
- Machine learning integration - Created machine learning Tools that computed adjusted P/E values.
- Discover project - Worked for Discover project and applied Data visualization and data mining in order to process and scrape essential bank related data.
- Python, SQL - Used Python and SQL for manipulating data for proper data handling.
- Outlier Analysis - Identified data anomalies and worked with business units to perform root cause analysis and resolve issues.
- Teamwork / Collaboration - Worked alongside team members and leaders to identify analytical requirements and collect information to meet customer and project demands.
- Metric testing - Tested, validated and reformulated models to foster accurate prediction of outcomes.
- Flask API - Used Flask API and implemented various APIs related to bank data.
- Web scraping - Did Web scraping in Selenium and Pandas
- Converted various API modules usage from Java to Python as already trained and had experience as Java Full Stack Developer for almost 2 years
Capgemini, Financial ServicesHyderabad
Senior Software Engineer
09.2018 - 07.2020
Job overview
- Java Development - As a part of Discover Financial Services project, got experience in full-time Java Development along with maintenance and updating applications.
- Shell Script/ SQL - Made use of Shell Script and SQL Databases together alongside continuing with main process of debugging and deploying applications within given delivery period cycle
- Agile - Collaborated with cross-functional development team members to analyze potential system solutions based on evolving client requirements and followed Agile Life Cycle flow
- Spring Tool Suite - Configured and made use of various Auto-scheduled Jobs and Tasks and learnt process of Autosys and Spring Suite tool trade-off
Zanjo IT, Solutions Pvt LtdIndore
Machine Learning Intern
04.2017 - 07.2017
Job overview
- Machine Learning - Implemented Artificial Intelligence, Regression on several Financial Datasets.
- Prediction - Helped in making projections on future financial graph.
- KNN - Implemented KNN (K-Nearest Neighbour) Algorithms and various Neural Network modules using Octave.
- Got rating of 4.5 out of 5 from ML training department.
- CodeFLow - Created CodeFlow Analysis Diagrams to illustrate working of existing Machine Learning Algorithms used by OFSAA.
Education
University of ManchesterManchester, UK.
Master of Science from Data Science With Business Management
11.2022
University Overview
- Business And Management Database and Their Environment: Database Design, Data Anonymization (ADF) and Data Modelling.
- 2:1 - Merit
- Completed professional development in Data Science
- Dissertation: Crime Prediction using Twitter Data - Data Mining Approach
SRM Institute Of Science AndTechnologyChennai, TN, India
B.Tech from Computer Science and
Engineering
University Overview
- Graduated with “First Class with Distinction”.
- GPA: 9.2/10.00, Scored the highest SGPA in the entire college, GPA: 9.2/10.00, was among the top students in the first, second and seventh semester of college (avg, GPA: 9.40/10.00)
- Programming OOP, Data Structures and Algorithms, Neural Networks
Skills
- Python Libraries - Pandas, Pytorch, Numpy, Keras, Scikit-learn
- Python
- Jupyter Notebook, Google Collab
- Web Scaping - BeatifulSoup, Selenium
- Data Analysis, Data Visualization, Data Extraction
- SQL Server Management
- API Integration - Flask, REST
- Gremlin (Azure Cosmos DB)
- MongoDB (NoSQL), JSON
- Neural Network- ANN, CNN, RNN, Hyperparameter
- (Alpha (LR) concepts
- Full-Stack - Java 8, C, Hibernate
- SQL Database- MySQL, Oracle, Microsoft SQL Server
- Video Editing - Sony Vegas Pro 15, Adobe Premiere (Basics)
- Classification Algorithms - (KNN, Decision Trees , Logistic and Linear Regression)
Accomplishments
- Took part in Annual Mahotsav Event 2019 Ramp-Walk
conducted by Capgemini - Semi Finalist in Tata Tea Football Tournament organized by Inter Milan in 2010
- Winner of Inter High School Football Tournament in 2011
Football - Silver Medal in Inter- Corporate Football
Tournament conducted by Capgemini in 2019 - Key Scholastic Achievements - All India Rank 4575 in SRMEEE
2014 out of more than 160,000 applicants Secured a seat in the
Computer Science and Engineering Department in the
SRM University. - PUBLICATIONS - Moving Object Motion Vector Interpolation and Segmentation from High Efficiency Video Coding Bag of Words of Compressed Surveillance Videos ” – Arpit Jonathan Lall, Aditya Vikram Dandapat, J D Dorathy Jayaseeli, D. Malathi, ICRDEST, Chennai, India, 2018.
Availability
See my work availability
Not Available
Available
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Timeline
Machine Learning Engineer
Appyhigh Technologies
08.2022 - 03.2023
Data Scientist Intern
Turbohire
06.2022 - 11.2022
Junior Data Scientist
Capgemini, Financial Services
08.2020 - 11.2021
Senior Software Engineer
Capgemini, Financial Services
09.2018 - 07.2020
Machine Learning Intern
Zanjo IT, Solutions Pvt Ltd
04.2017 - 07.2017
University of Manchester
Master of Science from Data Science With Business Management
SRM Institute Of Science AndTechnology
B.Tech from Computer Science and
Engineering
Languages
Hobbies
- Football - both watching and playing
- Physical Fitness
- Video Gaming
- Article Reading
- Part time Sketching
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