Arham Doshi

About Arham Doshi

I have 4 years of experience building highly scalable softwares. I am currently working with Flipkart in Search team as a ML engineer 2, here we are building highly scalable data pipelines and ML models to enable semantic based search. While BBD we handled almost 1 lack queries per second accross 3 data centers, this teached me to how the systems at extreme scale works.previously I worked as Software Engineer at Hoomanely, a startup dedicated to making technology more humane and ethical. I joined Hoomanely in July 2024, bringing with me a wealth of experience from my previous role at Media.net, where I worked for two years as a Software Engineer.At Media.net, I thrived on solving complex challenges in data processing and analytics. I owned and optimized an analytics pipeline handling approximately messages per second, developed an ETL tool with over 30 pipelines, and designed a Keyword Compliance tool that significantly improved ad campaign relevance. My work on migrating projects from AWS to Google Cloud Platform resulted in improved availability, reduced costs, and enhanced API latency.Prior to Media.net, I completed my B.Tech in Computer Science from Nirma University in 2022, where I honed my skills in various programming languages and technologies. My academic background, coupled with my professional experience, has given me a strong foundation in software development, cloud technologies, and machine learning.I am passionate about leveraging technology to solve real-world problems. My expertise spans a wide range of areas, including Java, Golang, Python, AWS, and machine learning. I\'m particularly skilled in working with big data technologies like Kafka, Redis, and Google BigQuery.Beyond my professional work, I\'m an avid competitive coder. I\'ve achieved the rank of Candidate Master on Codeforces with a rating of 2049 and have participated in numerous coding contests, consistently ranking among the top performers.I believe in continuous learning and pushing the boundaries of what\'s possible with technology. At Hoomanely, I\'m excited to apply my skills to build innovative solutions that make a positive impact on users\' lives. I\'m always open to new challenges and opportunities to grow as a software engineer and contribute to projects that align with my values of ethical and human-centric technology.

Experience

1. Sde - 2 Ml

   Flipkart

   Apr 2025 — Present · Bengaluru, IN

   1) In search team we build a next generation data pipeline and ML model for semantics based search- We used two tower approach where we calculated embeddings for products and queries, we used crossencoder to bring both the embeddings in the same latent space- We developed HSNW based vector index to store and retrive k-nearest products to the query embedding in highly scalable way, serving approximately 5k requests per second.

Education

• Nirma University

  Bachelor of Technology - BTech, Computer Science

  2018 — 2022

• Silver bells Bhavnagar

  High School

  2014 — 2018