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Suraj M S

Machine Learning Engineer | PyTorch • HuggingFace • LLMs • Deep Learning | Building & Deploying Intelligent Models | Open to AI/ML Roles

Bengaluru

1+ year of work experience

Contriver
Feb 20251 yr 6 mosPresent

Karnataka, India

Getting trained in deep learning and machine learning, parallely implementing those concepts in presentations and projects. Gaining hands-on experience in model development, training, and evaluation.

Education

SDM INSTITUTE OF TECHNOLOGY (SDMIT), UJIRE

Bachelor of Engineering, Artificial Intelligence

SDM INSTITUTE OF TECHNOLOGY (SDMIT), UJIRE

20224 yrs2026
St. Joseph's/Candler

High School Diploma

St. Joseph's/Candler

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Headline

Machine Learning Engineer | PyTorch • HuggingFace • LLMs • Deep Learning | Building & Deploying Intelligent Models | Open to AI/ML Roles

About

I build AI systems that solve real business problems. Developed a Supply Chain Risk Management Agent using LangChain & LangGraph that autonomously identifies, analyzes and prioritizes supply chain disruptions across multiple risk categories. Project Results: → Detected 85%+ of simulated supply chain risk scenarios accurately → Reduced manual risk assessment time by ~70% in test environments → Processed & analyzed 10,000+ supply chain data points autonomously → Flagged critical risks 3x faster than traditional rule-based systems → Built on 15+ agentic nodes handling parallel decision-making What I build with: → Agentic AI — LangChain & LangGraph for autonomous risk reasoning → LLMs & Fine-Tuning — domain-trained intelligence for supply chain → RAG Pipelines — real-time retrieval of disruption patterns → PyTorch & HuggingFace — model development & optimization → MLOps — structured deployment pipelines, not just notebooks The problem I'm solving: Global supply chains lose $184 billion annually to disruptions. Most companies still detect risks manually — too slow, too late. I'm building the AI layer that changes that. My engineering philosophy: Build it. Break it. Fix it. Ship it. I don't wait until I know everything to start building. I start building to learn everything. Currently seeking: Internships • Full-Time • Remote Roles in ML Engineering • Agentic AI • LLM Development • Data Science If you're building serious AI products and need someone who thinks in systems — not just models — let's talk. 📩 Connect with me. I respond to every message.

Location

Bengaluru

Work experience

Deep Learning Specialist at Contriver, Feb 2025 - Present · 1 yr 6 mos, Karnataka, India, Getting trained in deep learning and machine learning, parallely implementing those concepts in presentations and projects. Gaining hands-on experience in model development, training, and evaluation.

Education

Bachelor of Engineering, Artificial Intelligence, SDM INSTITUTE OF TECHNOLOGY (SDMIT), UJIRE

High School Diploma, St. Joseph's/Candler

Suraj M S - Deep Learning Specialist in Bengaluru | Tal