ASHWANI KUMAR SINGH
Melbourne,VIC
Summary
An experienced data scientist with a strong track record in machine learning and deep learning, having three years of industry experience. Worked with high-profile client to help build their AI strategy. A creative thinker that aligns advanced analytics with business strategy to meet business objectives.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Data Scientist - ANZ
Capgemini - Senior Consultant
01.2023 - Current
- Developed intelligent query AI agent using retrieval-augmentation-generation leveraging pretrained large language models to enhance information retrieval systems.
- Created knowledge base with extracted sentence and related metadata from several input sources.
Analyst - ANZ
Capgemini - Consultant
01.2021 - 12.2022
- Developed and maintained keyword drive framework Kabuki, that has been tailor made to suit OCV test and data needs.
- Collaborated with JE's and engineers to analyze business requirements, processes, technical architectures and designs.
- Build and execute scripts to create and improve existing testing processes while building test scenarios and test cases in JIRA .
- Wrote gherkin style scenarios test case, save test data and execution reports in various formats.
- 70% reduction in cost and efforts optimization.
Data Scientist
Find Sports
11.2019 - 01.2021
- Leveraged advanced deep learning techniques to develop and fine-tune image classification model. Achieved state-of-the-art accuracy rates on diverse datasets by optimizing model architectures, hyper parameters, and data augmentation strategies.
- Deployed image classification model in production environment to categories images into Google and Kogan categories, resulting in a 90% reduction in classification time.
- Automated ETL processes for multiple suppliers which reduced manual workload by 33% monthly.
Education
Master of Data Science -
Monash University
2020
Bachelor - Computer Science
BNM INSTITUTE OFTECHNOLOGY
2016
Skills
- Python(Django) , R , HTML
- SQL (Postgres, Oracle, MySQL)
- Windows, Linux
- Numpy, Pnadas, Sklearn, Tensorflow
- NLTK, Keras, Matplotlib, Seaborn
- Regression, Classification, Tensorflow
- NoSQL (MongoDB)
- Spark, Kafka
- Git, Cronjob, Airflow
- Langchain, LLMs
- AWS services
- Git
Certification
- Licensed [Job Title] - [Timeframe]
Visa
Temporary Graduate (Subclass 485) - 24 August 2025
Timeline
Data Scientist - ANZ
Capgemini - Senior Consultant
01.2023 - Current
Analyst - ANZ
Capgemini - Consultant
01.2021 - 12.2022
Data Scientist
Find Sports
11.2019 - 01.2021
Master of Data Science -
Monash University
Bachelor - Computer Science
BNM INSTITUTE OFTECHNOLOGY
Similar Profiles
Aytan HuseynaliyevaAytan Huseynaliyeva
Ministry of Ecology and Natural Resources at Senior ConsultantMinistry of Ecology and Natural Resources at Senior Consultant
Dr Indranil DeyDr Indranil Dey
Orthopedic-surgeon at Senior ConsultantOrthopedic-surgeon at Senior Consultant
Murari BaikadyMurari Baikady
Data Architect - Enterprise Data Lake at - Convergint Tech (Consultant From Capgemini)Data Architect - Enterprise Data Lake at - Convergint Tech (Consultant From Capgemini)