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S
Sandeep Kumar

Sandeep Kumar

Real-Time Hybrid RAG Assistant Developer (AI / LLM)

India flagNoida, India
$20.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Telecommunications Domain Expertise
Ai/llm Domain Expertise

Top Data Types

TextText
DocumentDocument
Computer Code ProgrammingComputer Code Programming

Top Task Types

RLHFRLHF
Object DetectionObject Detection
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Function CallingFunction Calling

Freelancer Overview

Real-Time Hybrid RAG Assistant Developer (AI / LLM). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include LangFlow. Education includes Bachelor of Engineering, Noida Institute of Engineering & Technology (2024). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Entry LevelEnglish

Labeling Experience

Real-Time Hybrid RAG Assistant Developer (AI / LLM)

TextRLHF
Developed and fine-tuned a Hybrid Retrieval-Augmented Generation (RAG) assistant for telecom query resolution. The project focused on training large language models using retrieval-based context and prompt engineering strategies. Assisted in the improvement of AI-generated responses by adjusting context-scoring and integrating live knowledge base updates. • Built conditional routing agents in LangFlow to solve telecom domain queries. • Implemented architecture combining static knowledge with live API data sources. • Employed strategies to enhance real-time, contextually relevant LLM output. • Supported proactive network monitoring based on AI-generated insights.

Developed and fine-tuned a Hybrid Retrieval-Augmented Generation (RAG) assistant for telecom query resolution. The project focused on training large language models using retrieval-based context and prompt engineering strategies. Assisted in the improvement of AI-generated responses by adjusting context-scoring and integrating live knowledge base updates. • Built conditional routing agents in LangFlow to solve telecom domain queries. • Implemented architecture combining static knowledge with live API data sources. • Employed strategies to enhance real-time, contextually relevant LLM output. • Supported proactive network monitoring based on AI-generated insights.

2024 - 2024

Education

N

Noida Institute of Engineering & Technology

Bachelor of Engineering, Computer Science (Artificial Intelligence and Machine Learning)

Bachelor of Engineering
2020 - 2024

Work History

T

Taxtron Technologies

Jr. Data Analyst Engineer

Lucknow
2024 - 2026
O

One 97 Communications

AI Automation Intern

Noida
2024 - 2024