Arnab Basak
Kolkata
Summary
AI professional with expertise in leading impactful projects. Currently managing AI surveillance and manufacturing initiatives at Intelgic Technologies. Former Data Scientist at AIBridge ML, automating financial data extraction. Research Trainee at Velai Inc, developed a solution for identifying high-risk heart attack patients. Proficient in Python, R, and SQL.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Associate Software Engineer- AI Development
Intelgic Technologies Pvt. Ltd.
Kolkata
07.2023 - Current
- Directed the research and development efforts, shaping the project backbone by introducing innovative solutions for AI-controlled surveillance system which includes Image Processing and Computer Vision to perform visual Behavioral analysis, Theft detection and Violence detection based on deep learning and Visual Prompt Analysis approaches. Also implemented GAN to enhance the quality of the collected footage
- Concurrently working on a project where a manufacturing industry initiative focused on detecting and counting small and large products using the visuals of CCTV cameras, while also generating comprehensive production reports in real time
Data Scientist
AIBridge ML - The Artificial Intelligence Company
HYDERABAD
10.2021 - 07.2023
- Automated the processes of financial data extraction from Invoice documents
- Implemented transformer and object detection to detect the required fields
- Trained and fine tuned custom OCR
- Developed the text extraction software based on the R and Python programming language
- Implemented natural language processing to improve the meaningfulness of the extracted data
- SQL server (Extract, Transform, and Load data)
- Utilized statistical methods to analyze data and extract insights
- Managed and maintained positive client relationship by interacting with clients to understand their needs, addressed concerns, and provided solutions to ensure client satisfaction.
Research trainee
Velai Inc
NEW YORK
09.2021 - 10.2021
- Developed solution to Identify the patients having a high probability of getting a heart attack using Survival Analysis
- Performed Classification model training to predict the strain type depending on the patient's condition
- Deployed the AI model using the Python Flask interface in AWS.
Education
Post-Graduation Program in Data Science - Data Science
Webel Fujisoft Vara Center of Excellence in Industry 4.0
Kolkata, India09-2021
Bachelor of Science - Computer Science
University of Calcutta
Kolkata, India10-2020
Master of Science - Data Science
Chandigarh University
Chandigarh, IndiaSkills
- Data Analysis
- Predictive Modelling
- Machine Learning
- Deep Learning (DNN, CNN, RNN)
- Statistical Modelling (LM, GLM, ANOVA)
- Data Visualization
- RDBMS (MySQL)
- Big Data Hadoop
- Statistics (Linear/Logistic regression, Hypothesis testing, forecasting, etc)
- Survival Analysis
- Time Series Forecasting
- Machine Learning Algorithms including Scikit-learn libraries (Decision Trees, Random Forest, Naïve Bayes, PCA, Clustering, SVM, xgboost)
- Pytorch
- TensorFlow Keras API
- Python
- R Programming
- SQL
- Google Cloud Platform(GCP)
- Tableau
- Power BI
- Amazon Web Services
- Hive
- Spark
- PySpark
- Linux server
- C
- C
- UNIX Shell Programming
- HTML
- Business Requirements
- Project Budgeting
Certification
- Intel [Fundamentals of Data Analysis with oneAPI DAL]
- Nvidia [Getting Started with Deep Learning] - https://courses.nvidia.com/certificates/bde749aab64146b8a2500de7e54599c7
- Google [Foundations: Data, Data, Everywhere] - https://coursera.org/share/1a30cbedb8da6f2e849f29d8ce60cdb0
- Udemy [Python for Data Science and Machine Learning Bootcamp] - https://www.udemy.com/certificate/UC-0a8a16a0-22db-42c7-92a5-4701a9bd2820/
- Tableau Desktop Certified Professional
Hands On
- Workshop on Big Data Gurudas College (2018)
- Workshop on Machine Learning Gurudas College (2019)
- Regression Problems
- Classification Problems
- Anomalies Detection
- Natural Language Processing
- Market Basket Analysis
- Sales Analytics
- Interactive dashboard making using Tableau and Power BI
- Retail Analytics
Personal Information
Date of Birth: 09/08/98
Timeline
Associate Software Engineer- AI Development
Intelgic Technologies Pvt. Ltd.
07.2023 - Current
Data Scientist
AIBridge ML - The Artificial Intelligence Company
10.2021 - 07.2023
Research trainee
Velai Inc
09.2021 - 10.2021
Post-Graduation Program in Data Science - Data Science
Webel Fujisoft Vara Center of Excellence in Industry 4.0
Bachelor of Science - Computer Science
University of Calcutta
Master of Science - Data Science
Chandigarh University
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