Akshay Kumar

Applied Machine Learning Engineer

Engineering production-ready AI solutions with expertise in Computer Vision, Natural Language Processing, and scalable MLOps infrastructure. Passionate about transforming cutting-edge research into real-world applications.

About Me

Bridging the gap between advanced AI research and practical business solutions

Applied ML Engineer with 1+ years of experience building production-ready AI solutions. I specialize in developing high-accuracy computer vision systems (95%+), implementing NLP solutions with LLMs, and architecting scalable MLOps pipelines. My expertise spans from model development to deployment, ensuring robust performance in real-world applications.

95%+
Model Accuracy
10+
Production Models
15+
AI Projects
3+
Companies Impacted

Professional Experience

Building impactful AI solutions across diverse industries

Jan 2025 - Aug 2025

Computer Vision Engineer

Loksun.ai, Bengaluru, Karnataka
  • PPE Detection System: Engineered real-time pipeline with intelligent frame-dropping & ROI optimization; achieved YOLOv11n mAP50 of 0.87 with 30+ FPS performance
  • Facial Recognition Platform: Developed multi-source tracking system with >90% TPR, implementing cross-profile matching algorithms and SQL-based management interface
  • Octopi AI Agent: Built multi-modal AI system using AWS Bedrock Claude for content generation, realtime voice and text based mental health support chatbot, and voice-based person recognition
  • Enterprise RAG System: Implemented Gemini-powered document Q&A platform supporting multiple formats with intelligent data extraction capabilities
  • AI Automation Suite: Created intelligent agents for automated email generation and LinkedIn content optimization, improving productivity by 40%
Oct 2023 - Feb 2024

AI/ML Intern

Techdome Solutions, Indore, Madhya Pradesh
  • Catalyst Platform: Architected Azure Edge-based video & sensor processing system; achieved YOLO mAP of 0.72, integrated Kafka/MQTT messaging, and built FastAPI microservices
  • ChatWithData: Developed conversational AI system for natural language data queries, generating dynamic visualizations and analytical summaries
  • Resume Intelligence: Created RAG-based information extraction system for automated resume parsing and candidate matching
Aug 2022 - Jan 2023

Associate Solution Developer

Quadwave Consulting, Pune, Maharashtra
  • Developed Java backend solutions using Liferay, JSP, Servlets, and JBPM for enterprise applications
  • Implemented comprehensive unit testing strategies and managed module rollouts for production systems
  • Collaborated with cross-functional teams to deliver scalable business process management solutions

Featured Projects

Innovative AI solutions demonstrating technical excellence and real-world impact

Traffic Monitoring System

Advanced real-time vehicle tracking system using YOLOv8 object detection combined with SORT algorithm for multi-object tracking. Integrated EasyOCR for automatic license plate extraction and recognition with 90%+ accuracy in varied lighting conditions.

YOLOv8 SORT EasyOCR OpenCV Python

RAG Model Framework

Comprehensive CLI and Flask-based application for intelligent document Q&A. Supports multiple formats including PDF, DOCX, and XLSX. Leverages state-of-the-art Transformer models for accurate information retrieval and contextual understanding.

Transformers Flask Sentence Transformer Python

Test Cheating Detection

AI-powered exam integrity monitoring system utilizing YOLO for real-time object detection and MediaPipe for precise head-pose estimation. Detects unauthorized devices and suspicious behaviors with automated alert generation for proctors.

YOLO MediaPipe Computer Vision Python

Technical Expertise

Comprehensive skill set for end-to-end AI/ML development

Core Technologies

Computer Vision Natural Language Processing Deep Learning Machine Learning Python MLOps

Frameworks & Libraries

TensorFlow PyTorch OpenCV FastAPI Hugging Face Scikit-learn LangChain Streamlit

Tools & Infrastructure

AWS Docker Kubernetes Apache Kafka Git & GitHub PostgreSQL MongoDB

Education

Bachelor of Computer Applications & Cyber Security

Jharkhand Raksha Shakti University, Ranchi, Jharkhand

CGPA

8.41

Duration

2020 - 2023

Let's Connect

Open to discussing new opportunities and collaborations in AI/ML

I'm passionate about solving complex problems with AI and always interested in challenging projects. Whether you need help with computer vision, NLP, or building scalable ML systems, let's talk!

Resume