Sarthak Shrivastava
@sarthakshrivastava
Machine Learning Engineer specializing in AI-driven document understanding.
IndiaWhat I'm looking for
I am a Machine Learning Engineer with a strong foundation in AI and data science, currently working at Sirion. My expertise lies in developing advanced document understanding systems that leverage machine learning techniques to enhance legal document processing. I have successfully designed retrieval-augmented generation (RAG) pipelines that achieved 87% retrieval accuracy, significantly improving semantic precision and reducing latency.
Throughout my career, I have fine-tuned various open-source language models and embedding models for legal tasks, demonstrating my ability to adapt cutting-edge technology to meet specific domain needs. My work on computer vision applications, such as signature block detection, showcases my versatility in applying machine learning across different modalities. I am passionate about building scalable microservices and optimizing workflows to ensure high performance in AI applications.
Experience
Work history, roles, and key accomplishments
Machine Learning Engineer
Sirion
Jul 2023 - Present (1 year 10 months)
As a Machine Learning Engineer at Sirion, I designed RAG pipelines for legal document intelligence, achieving 87% retrieval accuracy. I fine-tuned LLMs and embedding models for legal tasks, optimized computer vision models for document processing, and developed microservices for advanced question answering capabilities. My work significantly enhanced metadata extraction and built a legal clause li
Summer Analyst, Business Intelligence Unit
Axis Bank
Jun 2022 - Jul 2022 (1 month)
During my internship at Axis Bank, I developed a web-scraping tool using Selenium to extract employee salary and revenue data from dynamic web pages. I implemented character segmentation techniques for captcha recognition and analyzed the scraped data to provide valuable business insights.
Education
Degrees, certifications, and relevant coursework
IDIndian Institute of Technology Delhi
Bachelor of Technology, Civil Engineering
2019 - 2023
Grade: 8.283/10.0
Pursued a Bachelor of Technology (B.Tech.) in Civil Engineering, achieving a GPA of 8.283/10.0. The program included extensive coursework and projects in structural engineering, materials science, and environmental engineering.
Availability
Location
IndiaAuthorized to work in
Job categories
Interested in hiring Sarthak?
You can contact Sarthak and 90k+ other talented remote workers on Himalayas.
Message SarthakFind your dream job
Sign up now and join over 85,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
