Aniket Bhunia
Serving Notice Period (LWD 9th Feb) | Data Scientist @ Tiger Analytics | Artificial Intelligence (AI)
- Role
- Data Scientist at Tiger Analytics
- Location
- Kolkata, WB, IN
- LinkedIn followers
- 500 followers
About Aniket Bhunia
As a Data Scientist at Tiger Analytics since June 2022, I focus on data modeling, feature engineering, and risk prediction. I have contributed to optimizing processes by developing batch processing methods for analyzing risk prediction models, automating documentation, and implementing robust business rules to reduce manual interventions. My work utilizes tools such as Oracle, Python, Autosys, and Snowflake to streamline operations and enhance insights into model performance. I hold a Bachelor of Technology in Electrical, Electronics, and Communications Engineering from Netaji Subhash Engineering College. My core competencies include Artificial Intelligence, problem-solving, and Core ML, which I apply to deliver data-driven solutions for business challenges. Through collaborative efforts, I aim to empower organizations with actionable insights and efficient data-driven strategies.
Experience
Data Scientist
Jun 2022 — Present · Chennai, IN
Engaged in data modeling, cleansing, and feature engineering to prepare data for retraining and inferencing with an HTO-based GBM model and explored feature importance and SHAP contribution to gain insights into the model\'s performance. • Developed a batch processing method by analyzing the real-time code base that enabled efficient analyzing of the performance of the risk prediction GBM model and automating documentation using Sphinx. • Conducted thorough analysis of underwriter actions to identify high-risk businesses and successfully implemented robust business rules to optimize the process, minimizing the need for manual intervention by underwriters leveraging Oracle, Python, Autosys, and Snowflake. • Spearheaded a Proof of Concept (POC) project where I worked with BERTopic and CodeBERT for topic modeling and code summarization to automate standardized work template documentation creation. Additionally, worked on prompt generation using transformer-based models for stable diffusion image generation, optimizing efficiency, and reducing manual effort.
Education
Netaji Subhash Engineering College
Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering
2015 — 2019
Belda Gangadhar Academy
10th, Mathematics and Physical Science
2012 — 2013
Belda Gangadhar Academy
12th, Science
2013 — 2015
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