Nishant Singh
Sydney,NSW
Summary
Data professional with over 5 years of experience and a master's degree in Data Science, possessing expertise in data mining, warehousing, and analytics. Proficient in machine and deep learning techniques, dedicated to delivering high-quality solutions. Strong communicator and project manager, adept at collaborating with cross-functional teams to ensure project success. Proactive problem-solver passionate about leveraging data for informed decision-making and strategic goal achievement. Brings a blend of technical expertise, communication skills, and project management abilities to work.
Overview
6
6
years of professional experience
Work History
Chief Technologist and Data Scientist
Kartasoft
09.2022 - Current
- Developed intricate algorithms based on deep-dive statistical analysis, predictive data modelling and principles of physics informed AI.
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Combined remotely-collected and on-site data acquisition to generate unified geographic mapping information.
- Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
- Identified, measured and recommended improvement strategies for KPIs across business areas.
- Applied statistical and algebraic techniques to interpret key points from gathered data.
- Designed standardized protocols for data collection, creating cohesive database input guidelines to streamline intelligence retrieval and exploitation.
Risk Analyst
PwC
07.2022 - 01.2023
- Implemented KYC procedures and conducted account reviews for 2,000 customers monthly, ensuring compliance with regulatory standards, detecting potential fraud and risk exposure, and reducing manual processing time by 80%.
- Ensuring accurate customer identity verification processes, increasing productivity while maintaining 100% accuracy throughout the engagement.
Software Development Engineer
Justdial
04.2018 - 06.2022
- Experienced in building recommendation systems for cross-selling in CRM using R, which resulted in a significant increase in lead generation from approximately 5% to ~11%.
- Architected data engineering pipelines to support machine learning performance.
- Developed predictive models using various machine learning technologies for call failure potential and prioritizing medicals in protection plans.
- Experienced in developing algorithms using NLP, deep learning, and image processing for predictive business location, resulting in a cost reduction of 40% in the 2020 financial year.
- Automated processes for detecting irregularities in network traffic, as well as built pipelines to automate team processes, and enhanced data security through bot detection.
- Developed key performance indicators, presented them to management, and supervised implementation of strategies resulting in a 20% increase in productivity from enhanced salesman problem algorithm.
- Generated reports for sales, inventory, and marketing departments.
- Developed a GIS web mapping and navigation engine for JDMaps, discovering patterns and trends through spatial mapping of data.
- Used graph-based technology to develop an auto search for search queries.
Data Engineer
Gadgetzone Technology
11.2017 - 03.2018
- Developed and delivered business information solutions.
- Developed, implemented, and maintained data analytics protocols, standards, and documentation for databases.
- Developed POS software.
- Developed customer segmentation algorithm using machine learning.
Education
Master of Science - Data Science
Western Sydney University
Sydney, NSW07.2023
Bachelor of Science - Computer And Information Sciences
D Y Patil College of Engineering And Technology
India05.2017
Skills
- Business Requirements Gathering
- Time Series Forecasting
- Text and Unstructured Data Analysis
- Data Mining
- Online Analytical Processing
- Visualization Techniques
- Database Management and SQL
- Statistical Analysis
- Python Programming
- Machine Learning
- Deep Learning
- Data Extraction and Web Scraping
Timeline
Chief Technologist and Data Scientist
Kartasoft
09.2022 - Current
Risk Analyst
PwC
07.2022 - 01.2023
Software Development Engineer
Justdial
04.2018 - 06.2022
Data Engineer
Gadgetzone Technology
11.2017 - 03.2018
Master of Science - Data Science
Western Sydney University
Bachelor of Science - Computer And Information Sciences
D Y Patil College of Engineering And Technology
Languages
Python, R, Julia, SQL, JavaScript, Scala, HTML, css3, PGSQL, Elastic Search, Neo4j, Pig, HQL, Core Spark, Map Reduce, Excel, Spark Streaming , Tableau, TensorFlow, Keras, Raw(HDFS - Batch), RDBMS(Oracle, MySQL, ), NoSQL(HBase, MongoDB - OLAP), Hive
Languages
- Programming: Python, R, Julia, SQL, JavaScript, C++, Scala, HTML, CSS3
- Database Management: PGSQL, Elastic Search, Neo4j, Pig, HQL, Core Spark, Map Reduce
- Data Science Tools: Excel, Spark Streaming, Tableau, TensorFlow, Keras, Raw (HDFS - Batch)
- Database Systems: RDBMS (Oracle, MySQL), NoSQL (HBase, MongoDB OLAP), Apache Kafka, Hadoop, BigQuery, Hive
- Version Control: Git, SVN
- Cloud Platforms: AWS, GCP
- Containerization: Docker, Kubernetes
- GIS Tools: ArcGIS, QGIS, GDAL, PostGIS, GeoPandas, Leaflet , Geocoding
Similar Profiles
Liam CotterellLiam Cotterell
Bricklayer at Southside MasonryBricklayer at Southside Masonry
Anh Duc NguyenAnh Duc Nguyen
Sales Assistant at Daiso Japan OrganizationSales Assistant at Daiso Japan Organization
SOLOMON RAJU MUTCHUSOLOMON RAJU MUTCHU
Intern at Skill-LyncIntern at Skill-Lync