Aashrut Vaghani

Associate Software Development Engineer

Swiggy•  March 2024 - Present•  Remote (India)

- Contributing to Swiggy’s Instamart Search Team by enhancing and maintaining search functionalities. - Integrated data science models into search workflows to improve user experience. - Migrated search functionality from an intermediary service to the main service, reducing latency and associated costs. - Optimized OpenSearch Templates for more relevant results and Enhanced the Search Functionality. - Utilized Junit, Mockito and Docker to write the Unit tests and Service Level Tests for new as well as Existing Code. - Worked on multiple services built with Java Spring Boot and GoLang, leveraging HTTP and gRPC for seamless functionality extension. - Served in on-call rotations, troubleshooting and resolving critical search-related incidents and anomalies to ensure system reliability and high availability. - Executed projects end-to-end, including solution design, creating Gantt charts for execution planning, timely code implementation, unit, service-level, and integration testing in ephemeral environments, change management via JIRA, and deploying with a canary rollout strategy.

Founder & CEO

Agent Crop•  March 2023 - Present•  Surat

- Started Agent Crop as Design Engineering Project to help farmers detect diseases in their crops and get the treatment suggestions. - Agent Crop is now part of Microsoft for Startups and Google Cloud for Startups Programs. - Created CNN model using Tensorflow and Keras, and then used ONNX for inference. - Initially Built Website with API using Python and Flask and Mobile Application using Flutter and Dart for the Agent Crop. Later migrated website to HonoJS framework with JavaScript Backend. - Initially Deployed website and inference system on Microsoft Azure. Later Migrated them to Cloudflare Workers and Pages to cut the costs. - Extended Agent Crop with a new functionality of Plant Identification. - Partnered with Companies to provide B2B services for Disease Detection and Plant Identification.

ML Engineer Intern

Devotee Infotech Pvt. Ltd.•  February 2023 - April 2023•  Surat

- Created Machine Learning and Deep Learning Mini-Projects. - Improved my existing project Agent Crop and increased its Accuracy to 98%.

TCS iON Remote Internship

Tata Consultancy Services•  June 2022 - July 2022•  Remote

- Built a Deep Learning model in Python that detects type of sentiments (Negative or Positive) in English sentences using various Natural Language Processing Concepts and Libraries.