Open to opportunities

Hemavardhan Velamakanni

@hemavardhanvelamakan

Message

I build production-ready AI applications, RAG pipelines, and deep learning models.

India

Message

What I'm looking for

I'm looking to build production-ready AI systems involving LLMs, RAG, AI agents, semantic search, computer vision, or deep learning, while growing through hands-on engineering and research work.

I've evaluated 500+ LLM responses at Deccan AI for reasoning, factual accuracy, safety, and instruction following, identifying hallucinations and improving response quality by 20%. I also built FitCheck, a multi-LLM agentic system for semantic resume-job matching, skill-gap analysis, career roadmaps, and interview feedback.

My work spans RAG, semantic search, AI agents, computer vision, and deep learning. I've developed a CNN-based EEG stress detection pipeline achieving 90%+ accuracy and benchmarked YOLOv12, YOLOv8, Faster R-CNN, and SSD300 for landmine detection in IEEE conference publications.

Experience

Work history, roles, and key accomplishments

LLM Performance & Quality Analyst

Deccan AI

Nov 2025 - Feb 2026 (3 months)

Evaluated 500+ LLM responses for reasoning, factual accuracy, safety, and instruction following; identified hallucinations and improved model response quality by 20%.

LLM Evaluation Prompt Engineering Reasoning Evaluating Factual Accuracy Safety Instruction Following Hallucination Detection

Education

Degrees, certifications, and relevant coursework

SRM University AP

Bachelor of Technology, Computer Science and Engineering

2022 -

Activities and societies: Relevant Coursework: Data Structures, OOP, Operating Systems, Computer Networks, DBMS, Artificial Intelligence, Machine Learning, Deep Learning, Principles of Soft Computing.

Pursuing a Bachelor of Technology in Computer Science and Engineering with a specialization in AI & ML.