Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I am Jyothi Rachumallu, a data-driven software engineer based in Hyderabad, India, with 1+ year of experience building ML and NLP applications. I enjoy turning raw data into actionable insights and delivering production-ready AI solutions that streamline data workflows. Across my roles at SP Software (P) Limited, I have implemented end-to-end systems including a Prompt-to-SQL translator, resume parsing pipelines, and semantic search using transformer embeddings. I love collaborating with cross-functional teams to deliver scalable, robust software that creates measurable business impact.…I am Jyothi Rachumallu, a data-driven software engineer based in Hyderabad, India, with 1+ year of experience building ML and NLP applications. I enjoy turning raw data into actionable insights and delivering production-ready AI solutions that streamline data workflows. Across my roles at SP Software (P) Limited, I have implemented end-to-end systems including a Prompt-to-SQL translator, resume parsing pipelines, and semantic search using transformer embeddings. I love collaborating with cross-functional teams to deliver scalable, robust software that creates measurable business impact.

Jyothi Rachumallu

Data Scientist, AI Engineer, Full Stack Developer, +2





I am Jyothi Rachumallu, a data-driven software engineer based in Hyderabad, India, with 1+ year of experience building ML and NLP applications. I enjoy turning raw data into actionable insights and delivering production-ready AI solutions that streamline data workflows. Across my roles at SP Software (P) Limited, I have implemented end-to-end systems including a Prompt-to-SQL translator, resume parsing pipelines, and semantic search using transformer embeddings. I love collaborating with cross-functional teams to deliver scalable, robust software that creates measurable business impact.…I am Jyothi Rachumallu, a data-driven software engineer based in Hyderabad, India, with 1+ year of experience building ML and NLP applications. I enjoy turning raw data into actionable insights and delivering production-ready AI solutions that streamline data workflows. Across my roles at SP Software (P) Limited, I have implemented end-to-end systems including a Prompt-to-SQL translator, resume parsing pipelines, and semantic search using transformer embeddings. I love collaborating with cross-functional teams to deliver scalable, robust software that creates measurable business impact.

Available to hire

I am Jyothi Rachumallu, a data-driven software engineer based in Hyderabad, India, with 1+ year of experience building ML and NLP applications. I enjoy turning raw data into actionable insights and delivering production-ready AI solutions that streamline data workflows.

Across my roles at SP Software § Limited, I have implemented end-to-end systems including a Prompt-to-SQL translator, resume parsing pipelines, and semantic search using transformer embeddings. I love collaborating with cross-functional teams to deliver scalable, robust software that creates measurable business impact.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Associate Software Engineer at SP Software (P) Limited

January 1, 2025 - Present

Engineered an LLM-powered Prompt-to-SQL system to convert natural language queries into optimized, executable SQL, improving query accuracy and efficiency. Architected schema-aware extraction and prompt workflows to generate context-aware SQL supporting CRUD operations across relational databases. Delivered a responsive Streamlit interface for real-time query execution, validation, and structured result visualization. Deployed an AI-driven Resume Management System using FastAPI, PostgreSQL with pgvector, LangChain, and Docker to automate resume parsing, ATS scoring, candidate ranking, and semantic search. Optimized asynchronous REST APIs and scalable pipelines to process 500+ resumes with production-grade stability and error handling. Built and maintained 10+ REST API endpoints for resume ingestion, scoring, filtering, and semantic candidate search.

Python Developer Intern at SP Software (P) Limited

November 1, 2024 - December 1, 2024

Automated PDF data extraction and OCR workflows using PDF Plumber and Tesseract OCR, converting 200+ documents into structured datasets for analytics and ML tasks. Trained machine learning models for fraud detection and house price prediction through preprocessing, feature engineering, and evaluation. Scraped and analyzed 1000+ Nykaa product records using BeautifulSoup and performed EDA to identify customer and pricing trends. Analyzed datasets using Pandas and NumPy and visualized insights using Matplotlib and Seaborn to support business-driven decision-making.