Open to opportunities

Suraj Patel

@surajpatel4

Message

Computer Science student focused on AI/ML, building production-ready NLP and ML systems.

India

Message

What I'm looking for

I seek an entry-level role in AI/ML or NLP where I can build and deploy production ML systems, work on retrieval-augmented pipelines, and grow in a collaborative, learning-focused team.

I am a Computer Science and Engineering (AI&ML) undergraduate who builds production-ready machine learning and NLP systems, with hands-on experience deploying end-to-end applications using LangChain, Qdrant, HuggingFace, and Streamlit.

My projects include a RAG-based legal chatbot for Indian criminal law with semantic caching and RAGAS evaluation, a financial news sentiment pipeline that benchmarks classical and transformer models, and a video summarization system leveraging Whisper ASR and Qwen GGUF models. I emphasize evaluation, efficient retrieval, and deployment.

I enjoy practical engineering: optimizing inference latency, addressing dataset imbalance, and designing adaptive pipelines. I contribute to community learning through workshops and IEEE activities and continuously sharpen problem-solving via competitive programming.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

Self Employed

Developed multiple NLP and multimodal ML projects including a legal RAG chatbot, financial news sentiment classifiers, and a video summarization pipeline; deployed production-ready Streamlit/FastAPI inference and optimized retrieval and caching to reduce latency.

Python NLP Qdrant PyTorch fastAPI Streamlit RAG

Education

Degrees, certifications, and relevant coursework

Acropolis Institute of Technology & Research

Bachelor of Technology, Computer Science and Engineering (AI & ML)

2023 -

Pursuing a Bachelor of Technology in Computer Science and Engineering with specialization in AI & ML, covering core CS subjects and machine learning coursework.