Surbhi Jain

Software Engineer

Banga, Punjab, India3 yrs 7 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in Large Language Models and Retrieval-Augmented Generation.
Proven ability to enhance complex systems for better performance.
Strong background in cross-platform development and automation.

Stackforce AI infers this person is a SaaS developer with expertise in AI-driven solutions.

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Skills

Core Skills

Large Language Models (llm)

Other Skills

Python (Programming Language)Retrieval-Augmented Generation (RAG)Go (Programming Language)Multi-agent SystemsCross-platform DevelopmentPrompt EngineeringLangChainWord EmbeddingsSlackAnalytical Skills

Experience

3 yrs 7 mos

Total Experience

1 yr 9 mos

Average Tenure

1 yr 11 mos

Current Experience

The d. e. shaw group

2 roles

Member Technical

Jun 2024 – Present · 1 yr 11 mos · Hyderabad, Telangana, India · On-site

Enhanced a PDF document parsing system to produce structured, LLM-friendly outputs optimized for accuracy and performance.
Improved parsing performance significantly through parallel execution, GPU usage, and configurable parsing strategies.
Built an automated system to programmatically join and record video calls under strict security and OS constraints.
Designed a reliable cross-platform workflow with monitoring and alerting for unattended recordings.

Python (Programming Language)Large Language Models (LLM)

Software developer intern

Jan 2024 – Jun 2024 · 5 mos · Hyderabad, Telangana, India · On-site

- Developed an LLM-based assistant to answer user queries via Slack and chat integrations using documentation, FAQs, and historical conversations.

Large Language Models (LLM)Retrieval-Augmented Generation (RAG)

Placement & training cell, mnit jaipur

Student Placement Coordinator

Jul 2023 – Jan 2024 · 6 mos · On-site

The d. e. shaw group

Summer Intern

May 2023 – Jun 2023 · 1 mo · Hyderabad, Telangana, India · On-site

Joined as a software developer intern.
Built a command-line tool to explain why distributed compute jobs were stuck in queued states by analyzing job attributes, resource availability, and user limits.

Go (Programming Language)Python (Programming Language)