Dyotak Kachare

Passionate about Deep Learning and Complex System Architectures.

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About Me

Hi! I'm a passionate AI & ML Engineer with a keen eye for creating elegant, efficient solutions to complex problems. Currently pursuing my Bachelor's in Artificial Intelligence and Data Science with Honours in Blockchain at VESIT, Mumbai.

Languages

Python

Java

JavaScript

Frameworks

PyTorch

TensorFlow

React

Node.js

Links and Profiles

GitHub Kaggle BLOG

Tools & Databases

Docker

Git

MongoDB

SQL

Experience

July 2025 - Current

Junior Analyst

Institutional Shareholder Services STOXX

Developed a proof-of-concept RAG application on Vespa.ai for document ingestion and retrieval
Implemented Python scripts to benchmark & compare Vespa.ai and Elasticsearch performance
Enhanced translation system with LLM-based solution and glossary feature

December 2024 - February 2025

Machine Learning Engineer Intern

Mercari Japan

Worked in the Trust and Safety team on Item Moderation project
Improved LightGBM model precision from 3% to 5%
Fine-tuned Japanese BERT models, achieving 6.5% precision

May 2024 - July 2024

Software Engineer Intern

Cere Labs

Developed HTML parser for chatbot content ingestion
Built service for query-based HTML page extraction
Optimized website performance using WebSocket connections

Projects

AI YouTube Search

PyTorch BERT Streamlit Pinecone

A RAG (Retrieval-Augmented Generation) system for YouTube video search using sentence BERT embeddings and vector database.

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Credit Card Fraud Detection

Python Flask React Machine Learning

A full-stack application for detecting credit card fraud using machine learning, featuring SMOTE for handling imbalanced data.

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Let's connect

Open to collaboration and working.