Open to opportunities

Krishna Singh

@krishnasingh6

Message

I’m a Machine learning-focused B.Tech student specializing in data science, building NLP and time-series pipelines.

India

Message

What I'm looking for

I’m looking for an ML internship where I can build and deploy NLP and time-series pipelines, improve model performance (e.g., XGBoost tuning), and apply MLOps-style engineering with strong schema validation and real-time inference.

I’m a Machine learning-focused B.Tech student specializing in data science with hands-on experience building NLP and time-series pipelines. I optimize XGBoost classifiers using Bayesian optimization and focus on strong problem-solving, collaboration, and fast learning to ship reliable ML systems.

In my projects, I built an AI-powered e-commerce catalog generator with a decoupled FastAPI + Streamlit setup and a two-stage LLM workflow using LangChain, Groq Cloud API, and Ollama, enforcing schema validation with Pydantic. I also engineered a production-grade news-sentiment-quant pipeline with FinBERT, time-series feature engineering, drift detection, and a FastAPI inference engine with strict payload checks.

Experience

Work history, roles, and key accomplishments

Virtual Intern - GenerativeAI & Cloud

IBM SkillsBuild & AICTE

Participated as a machine learning specialist applying predictive modeling and data analysis techniques in a competitive, time-constrained setting. Collaborated with a team to develop innovative machine learning solutions and demonstrated rapid prototyping and problem-solving skills.

Machine Learning predictive modeling Data Analysis Rapid Prototyping Collaboration