Backend & AI Engineer
I design, build, and deploy scalable AI systems — from NLP pipelines and LLM-powered tools to high-throughput APIs and async ML inference.
3+
Years Experience
3+
Projects Built
5+
AI Models Deployed
Tech Stack
Featured Projects
A selection of systems I've designed and shipped — focused on AI, NLP, and scalable backend architecture.
Resume Parsing System
Built an NLP pipeline to extract structured data from resumes using spaCy, HuggingFace Transformers and DeBERTa-v3, deployed via FastAPI.
Resume–JD Matching Engine
Contextual similarity scoring using DeBERTa embeddings instead of keyword matching, achieving high semantic precision.
LLM Resume Analyzer
LLM-powered feedback system that analyzes resumes, identifies gaps, and suggests targeted improvements.
Async ML Processing Pipeline
Handled concurrent ML tasks using Celery and Redis for scalable, distributed inference at production scale.
Research & Publications
Peer-reviewed academic research exploring computer vision, deep learning, and AI-driven automation.
Multi-Class Apple Detection Based on YOLOv5 Model
Abstract
Academic research on real-time multi-class apple detection using the YOLOv5 object detection model. Trained and evaluated on a custom dataset to classify apple varieties with high accuracy for agricultural automation applications.
Date Fruit Classification for Robotic Harvesting in a Natural Environment Using Deep Learning
Abstract
Deep learning-based classification of date fruit varieties in natural environments to enable autonomous robotic harvesting. Achieved robust performance under challenging real-world lighting and occlusion conditions.
Live AI Demos
Try my AI tools directly in the browser — no setup required.
Resume Parser
● LiveUpload a PDF resume to extract structured information using NLP.
Resume vs JD Matcher
● LiveSemantic match using DeBERTa NER + MPNet embeddings.
LLM Resume Feedback
Get AI-generated feedback to improve your resume's impact and tailor it to job requirements.
My Resume
A summary of my experience, skills, and education.
Nithin A — Resume
Backend & AI Engineer · Available for full-time & freelance opportunities
Get In Touch
Open to collaborations, full-time roles, and interesting AI projects. Let's connect!
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