Sweety Suman

About Sweety Suman

I am an AI/ML Engineer specializing in Generative AI, LLM-based systems, NLP, and Computer Vision, with hands-on experience in building and deploying end-to-end machine learning applications. My work focuses on creating scalable, production-ready AI solutions by combining efficient data pipelines, optimized models, and clean backend integration.I enjoy working across the full ML lifecycle — from dataset creation, preprocessing, feature engineering, and model experimentation to hyperparameter tuning, evaluation, deployment, and monitoring. I work extensively with Python, TensorFlow, PyTorch, scikit-learn, XGBoost, Pandas, NumPy, LangChain, and vector database technologies (FAISS). I also integrate ML systems into web applications using Django and FastAPI.One of my key projects includes building a RAG-powered document chatbot generator capable of multi-format ingestion (PDF/TXT), embeddings generation, vector search, and context-aware responses. I designed the full pipeline using LangChain and FAISS, enabling users to create customized chatbots in under a minute with deployable iframe scripts.I also developed a lightweight solar energy forecasting model (SolarPredict) achieving RMSE 0.0391 and R² 0.9617, outperforming LSTM, GRU, and Transformer baselines. The pipeline supports real-time inference with 6 ms latency. This work is submitted to INDICON 2025 as a research paper.Additionally, I’ve built predictive analytics systems for small business growth forecasting and multiple classical ML solutions for classification, regression, and time-series tasks. My experience includes open-source contributions, structured internships, and research-oriented training in AI/ML and deep learning.I am passionate about solving real-world problems through intelligent automation, optimized ML pipelines, and well-engineered GenAI systems. I’m actively seeking opportunities in AI Engineering, ML Engineering, NLP, and Generative AI-focused roles where I can build scalable, impactful, and high-performance machine learning solutions.

Experience

1. Intern

   Infosys Springboard

   Oct 2025 — Present · IN

Education

• Central Board of Secondary Education

  Central Board of Secondary Education

• Rungta Engineering College Raipur

  Bachelor of Technology - BTech, Computer Science