Suman G.

Key Skills

Software

Other

Top Subject Matter

Web data extraction for structured AI/data workflows (e.g., datasets for LLM/automation use)

Conversational AI automation and voice interaction scripting

LLM chatbot development for AI-assisted data workflows

Top Data Types

Audio

Text

Top Task Types

Data Collection

Prompt + Response Writing (SFT)

Text Generation

Function Calling

Freelancer Overview

AI Voice Assistant — Personal Project (2024). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Arts, University of North Bengal (2024). AI-training focus includes data types such as Computer Code, Programming, and Audio and labeling workflows including Data Collection, Prompt + Response Writing (SFT), and Text Generation.

Labeling Experience

Automation Scripts — Personal Projects (2023–Present)

OtherFunction Calling

Wrote Python automation scripts to support repetitive data operations and scheduled data retrieval. Parameterized scripts to reuse the same workflow across different datasets, improving repeatable data processing quality. Used automation logic to reformat and prepare data for further analysis or AI-assisted tasks. • Automated batch file processing and scheduled API pulls • Reformatting of dataset outputs for consistent downstream usage • Designed parameterized workflows to run on multiple datasets without code changes • Repeated execution patterns to support reliable data preparation pipelines

2023 - Present

Web Scraping Scripts — Personal Projects (2023–Present)

OtherData Collection

Developed Python-based web scraping scripts to collect structured information from multi-level websites, transforming raw page content into consistent datasets. Implemented data cleaning steps including normalization, deduplication, pagination handling, and null handling to preserve label consistency across runs. Produced machine-readable outputs (JSON/CSV) suitable for downstream AI/data workflows. • Extracted category → listing → detail page data using BeautifulSoup and Requests • Managed pagination, repeated requests, and basic rate limiting to maintain stable collection • Added retry logic for slow or slightly changed page loads to improve collection reliability • Ensured consistent field naming and structured outputs with null handling

2023 - Present

LLM Chatbot Developer (Personal Project) - Personal Projects

Text

Created a conversational chatbot using LLM APIs and custom prompts for different use cases. Worked on maintaining conversation context across multiple turns to improve coherence of responses. Explored prompt techniques for incorporating structured data into AI-assisted workflows for practical extraction and reasoning. • Implemented LLM API integration and prompt engineering • Managed multi-turn context for more coherent dialogue • Prepared structured inputs for prompt-driven workflows • Iterated on prompt strategies for targeted behavior

2024 - 2024

LLM Chatbot — Personal Project (2024)

OtherText Generation

Created an LLM-based conversational chatbot using LLM APIs with custom prompts for different use cases. Worked on maintaining conversation context across multiple turns to produce coherent responses. Experimented with incorporating structured data into prompts to support AI-assisted data workflows. • Authored custom prompts tailored to distinct conversational intents • Implemented multi-turn context handling to maintain response coherence • Fed structured data into prompts to improve AI outputs for data workflows • Iterated prompt strategies to align responses with expected behavior

2024 - 2024

AI Voice Assistant — Personal Project (2024)

OtherAudioPrompt + Response Writing (SFT)

Built a Python voice assistant that converts spoken commands into actionable interactions and responds using text-to-speech. Integrated external services for web search, weather, and basic task management to support end-to-end conversational experiences. Focused on modular command handling to extend capabilities without redesigning the entire system. • Designed voice command flow for user input and system response generation • Integrated external APIs to retrieve information for conversational replies • Implemented modular architecture to add new commands incrementally • Conducted prompt/response tuning for coherent interaction patterns

2024 - 2024

Education

Work History