Aniruddha
/অনিরুদ্ধ/
noun
Machine Learning Engineer
verb
1. Architecting intelligence
2. Harvesting insights
adjectives
1. Adaptive, trailblazer
1. Architecting intelligence
2. Harvesting insights
Built automated customer service and sales management tools using AI for Airbnb and other vacation rental services
Built the foundation model for the LLM pipeline and integrated knowledge graphs in Neo4j to parse legal contracts for extracting vital information and answering legal queries by using Retrieval Augmented Generation (RAG) techniques
Created web scraping pipelines for Amazon, Nykaa and Flipkart for scraping product reviews and ratings on daily and monthly basis using Databricks, with regular fault monitoring system. Also, helped to design the dashboards for product analysis and marketplaces using Django and Postgresql
Created backend services for the agritech e-commerce platform using FastAPI and Postgresql and helped to kickstart the Canada operations for the company by playing a key role in the payment gateway integration, geographical logistic information creation, IAM services and optimizing code for production as a backend software engineer
Led a team of 10 ML engineers, processing 5000+ images for semantic segmentation and developing an 3D object volume estimation pipeline, while collaborating with PositiveCarbon to reduce food waste and carbon emissions through kitchen optimization.
.jpg)
Analyzed the stock market data for 5 stocks and performed exploratory data analysis and feature engineering. Designed and benchmarked 2 statistical models, 9 machine learning models, and 2 deep learning models with variants of LSTMs and finetuned hyperparameters.
Developed an ML preprocessing pipeline for image data using Activeloop Hub and built 3 semantic segmentation models on ultrasonography imaging data, while collaborating with Envisionit Deep AI to enable low-cost cancer detection in Africa using Ultrasonography
2 research publications
2 articles
"I am delighted to recommend Mr. Aniruddha Mandal, an exceptional Machine Learning Engineer and Task Lead who made a significant impact on our project "Building a Vehicle Recognition and Inspection System to Prevent Illegal Activities" by Omdena over a period of 10 weeks as the project manager of the project. Having had the privilege to work alongside Mr. Aniruddha, I can confidently attest to his technical prowess, dedication, and innovative thinking."
