React
March 15, 2024
8 min read
Building Scalable React Applications with TypeScript
Learn how to structure large React applications using TypeScript, best practices for type safety, and advanced patterns for maintainable code.
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Hi, I'm Suraj
AI & Machine Learning Engineer
Building intelligent systems that shape the future
About Me
I'm a passionate AI and Machine Learning Engineer with over 4 years of experience building intelligent systems and deploying cutting-edge ML models at scale.
My expertise spans deep learning, computer vision, and natural language processing, with hands-on experience in PyTorch, TensorFlow, and cloud-based ML platforms.
When I'm not training models, you'll find me researching the latest AI breakthroughs, contributing to open-source ML projects, or exploring the intersection of AI and ethics.
Skills & Technologies
Python & PyTorch
TensorFlow & Keras
Computer Vision
Natural Language Processing
Deep Learning
Machine Learning
MLOps & MLflow
AWS & Google Cloud
Docker & Kubernetes
Data Science
Education & Learning
Continuous learning journey through formal education, certifications, and specialized courses
Master Degree
Applied Artificial Intelligence
Stevens Institute of Technology
2023 - 2025
degree
Key Achievements
Specialized in Applied AI and Machine Learning
Focus on real-world AI implementations
Advanced research in AI applications
Hands-on experience with cutting-edge AI technologies
Key Coursework
Machine LearningDeep LearningComputer VisionNatural Language ProcessingAI Ethics and GovernanceApplied AI Systems
Bachelor Degree
Electronics and Communication Engineering
Visvesvaraya Technological University
2015 - 2019
degree
Key Achievements
Graduated from Acharya Institute of Technology, Bangalore
Strong foundation in Electronics and Communication
Developed technical and analytical skills
Built expertise in engineering fundamentals
Key Coursework
Digital Signal ProcessingCommunication SystemsMicroprocessorsElectronic CircuitsControl SystemsEngineering Mathematics
Secondary Education
Science (PCMB)
Govt. Pre University, Sagar
2015
GPA: State Board: 88%, PCMB: 92%
degree
Key Achievements
Secured 88% in State Board examinations
Achieved 92% in Physics, Chemistry, Mathematics, Biology
Strong foundation in Science subjects
Prepared for engineering entrance examinations
Key Coursework
PhysicsChemistryMathematicsBiologyEnglishComputer Science
Tenth Standard
Secondary School Certificate
Kumadvathi Residential Central School
2013
GPA: CBSE Board: 8.8 CGPA
degree
Key Achievements
Secured 8.8 CGPA in CBSE Board examinations
Strong academic performance across all subjects
Active participation in school activities
Built strong foundational knowledge
Key Coursework
MathematicsScienceSocial StudiesEnglishHindiComputer Applications
4
Degrees
12
Years of Study
4
Institutions
MS
Current Status
Work Experience
My professional journey and the impact I've made at various organizations
Machine Learning Engineer
Tracker Groups LLC
May 2024 - Present
- Built high-fidelity 3D reconstruction pipeline for indoor environments using LiDAR point cloud data
- Developed containerized backend microservices with Python/Docker, optimizing throughput by 40%
- Deployed FastAPI ML inference service with JWT auth and AWS SQS, reducing latency by 30%
PythonOpen3DMeshLabFastAPIXGBoostDockerAWS ECSAWS SQS
AI/ML Developer
Ineuron Intelligence Private Limited
Jul 2022 - Aug 2023
- Developed multi-agent Generative AI solution using LangChain, improving query resolution by 40%
- Built secure NL-to-SQL Database Agent with PostgreSQL integration for automated eligibility checks
- Implemented RAG-powered knowledge assistant with FAISS, increasing self-service adoption by 30%
LangChainRAGFAISSPostgreSQLNLPGenerative AI
Machine Learning Engineer
Resolute AI Software Private Limited
Jan 2020 - Jul 2022
- Built real-time AI services with OpenCV/LSTMs for video anomaly detection, reducing monitoring by 55%
- Migrated ML models to AWS SageMaker with Docker containers, cutting deployment time by 50%
- Implemented decision tree models for customer churn prediction, improving accuracy by 20%
OpenCVLSTMAWS SageMakerDockerAPI GatewayLambdaScikit-learn
Featured Projects
A showcase of my recent work and the technologies I'm passionate about
Latest Blog Posts
Thoughts, tutorials, and insights about web development and technology
Web Development
March 10, 2024
6 min read
The Future of Web Development: What to Expect in 2024
Exploring emerging trends in web development including AI integration, WebAssembly, and the evolution of JavaScript frameworks.
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Next.js
March 5, 2024
10 min read
Optimizing Performance in Next.js Applications
Deep dive into Next.js performance optimization techniques including code splitting, image optimization, and caching strategies.
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AI/ML
February 28, 2024
12 min read
AI and Machine Learning Trends Shaping 2024
Exploring the latest developments in AI/ML including large language models, computer vision breakthroughs, and ethical AI practices.
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Photo Gallery
A collection of moments captured through my lens - exploring the world through photography
Nature
Landscape Photography
Architecture
Urban Architecture
Portrait
Portrait Session
Street
Street Photography
Nature
Mountain View
Architecture
Modern Building
Portrait
Creative Portrait
Street
City Life
Nature
Sunset Landscape
Let's Work Together
Have a project in mind or just want to chat? I'd love to hear from you.
Get in Touch
I'm always open to discussing new opportunities, creative projects, or just having a friendly conversation about technology and design.