Headline

Machine Learning Engineer at Self Employed

About

I build LLM-powered systems that actually work in production — multi-agent pipelines, RAG architectures, and voice AI applications designed for real business workflows. Recently, I completed a focused 4-week sprint building four finance AI projects directly aligned with agentic automation use cases: ■ Finance AI Agent with RAG — A 3-agent system (Research · Finance · Editor) using LangChain + ChromaDB that retrieves invoice data, analyzes payment status, and generates structured reports. Deployed on Hugging Face Spaces. ■ Voice-Enabled Invoice Follow-Up Bot — Multi-turn voice agent using OpenAI Whisper (STT) + ElevenLabs (TTS) + GPT-4 that handles invoice follow-up dialogues with objection handling and payment confirmation. ■ Prompt Evaluation Pipeline — Automated self-reflection loop using RAGAS scoring that detects hallucinations, logs A/B prompt variants, and auto-refines prompts when quality scores drop below threshold. ■ LLM-Powered Invoice OCR Parser — PDF invoice → pytesseract OCR → LLM field extraction (vendor, amount, due date, line items) → structured JSON output. Deployed on Vertex AI. Technical stack: LangChain · LlamaIndex · LangGraph · OpenAI API · Gemini API · Anthropic Claude API · ChromaDB · FAISS · RAGAS · HuggingFace Transformers · OpenAI Whisper · ElevenLabs · TensorFlow · PyTorch · Vertex AI · Streamlit · Gradio. Background: B.Tech CSE (AI & ML) at Malla Reddy College of Engineering, Minor in AI & Data Science from IIT Mandi. Google Cloud Certified — Vertex AI. Finance domain exposure via LSTM stock prediction work. Currently seeking ML Engineer Internship roles in LLM, agentic AI, and finance automation. Open to roles at AI-first companies building real products. GitHub: github.com/Sharathchandra234 | Email: msharathchandra254@gmail.com

Location

Hyderabad

Work experience

AI/ML Engineer (Independent Projects — Finance AI Focus) at Self Employed, Jan 2025 - Present · 1 yr 5 mos, Hyderabad, Telangana, India, Built and deployed multiple AI-powered products focused on finance automation, hiring-tech, analytics, and document intelligence. Developed Finance AI Dashboard, Voice Invoice Follow-Up Bot, Prompt Evaluation Pipeline, Invoice OCR Parser, AI Resume Analyzer, and AI Interview Coach. Managed end-to-end lifecycle including Python development, UI creation, deployment, GitHub version control, and iterative improvements

Education

Minor Degree, Data Science and Artificial Intelligence, Indian Institute of Technology, Mandi

Bachelor of Technology - BTech, Computer Science and Engineering — Artificial Intelligence & Machine Learning, Malla Reddy College of Engineering & Technology

Public links

github: https://github.com/Sharathchandra234