Aniket S.

Key Skills

Software

Other

Top Subject Matter

MCP Integations and Implemtaions from scratch

Cleaning the data or adding the weights

Hosting our own model in clound or local(Destop) to save llm tokens cost

Top Data Types

Image

Top Task Types

Text Generation

Question Answering

Classification

Function Calling

RLHF

Data Collection

Prompt + Response Writing (SFT)

Segmentation

Text Summarization

Fine-tuning

Freelancer Overview

Website/Chatbot-related role at Real Happiness of Life Foundation (Website Manager) with NLP chatbot development and con. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Technology, Vellore Institute of Technology (2021) and Senior School Certificate Examination, Macro Vision Academy (2021). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Text Generation, Question Answering, and Classification.

Labeling Experience

Adform — Junior Software Engineer (Team-GenAI) focusing on agentic RAG and ML deployment/monitoring.

OtherFunction Calling

Architected and deployed an agentic RAG system to standardize tool-use and context management across AI agents. Implemented production ML workflows and model serving infrastructure with reproducible experiment tracking and operational observability. • Built a RAG agent using AWS Bedrock and MCP for structured tool-use coordination. • Containerized and served scalable ML workloads on Kubernetes for reliable inference. • Automated model deployment with GitHub Actions and tracked experiments in MLflow. • Added end-to-end monitoring using OpenTelemetry, Grafana, and ELK for model and system health.

2025 - Present

LLM Tool for Equity Research and Analysis project using LangChain, Streamlit, and OpenAI.

OtherQuestion Answering

Built retrieval-augmented generation (RAG) pipelines to generate analyst-style reports from large document sources with cited outputs. Implemented vector-database retrieval and LLM generation to answer domain questions about equity research. • Used LangChain with OpenAI embeddings to perform retrieval from a vector database. • Generated report narratives with citations sourced from retrieved chunks. • Processed SEC/10-K style financial documents to produce investment insights. • Deployed an interactive interface with dataset version control via Git.

2024 - 2024

Website/Chatbot-related role at Real Happiness of Life Foundation (Website Manager) with NLP chatbot development and conversational AI implementation.

OtherText Generation

Created and operated AI-enabled conversational experiences that required intent handling and response logic, leveraging natural language processing workflows. Focused on maintaining and improving the chatbot behavior for reliable customer inquiry handling. • Managed NLU/intent recognition flows for 100+ daily inquiries. • Supported accurate conversational routing using DialogFlow integration. • Ensured fast customer support outcomes via backend integration. • Contributed to iteration of NLP performance based on operational feedback.

2023 - 2024

NLP Chatbot (ZAIKA) project with DialogFlow and FastAPI.

OtherClassification

Developed an NLP chatbot that categorized and handled customer inquiries using intent recognition and conversational logic. Implemented the application stack to connect dialogue understanding with backend data storage and fast response generation. • Designed intent recognition for 100+ daily customer inquiries with high accuracy. • Integrated DialogFlow for conversation understanding and routing. • Stored and accessed data using MySQL to support chat functionality. • Improved response times and reduced manual support effort through system optimization.

2023 - 2023

Education

Work History