SOURAVROY
AI Systems • Product Engineering
AI Engineering & Systems

MachineIntelligenceEngineer & Builder

I design and build LLM-powered products and intelligent systems that solve real problems at scale — from RAG pipelines and agentic architectures to production-grade AI infrastructure that ships.

0+Years in AI
0+Projects Delivered
0+LLM Architectures
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MACHINE LEARNING
LLM ARCHITECTURE
PROMPT ENGINEERING
AI SYSTEMS
GENERATIVE AI
PRODUCT DESIGN
RAG PIPELINES
AGENTIC AI
MACHINE LEARNING
LLM ARCHITECTURE
PROMPT ENGINEERING
AI SYSTEMS
GENERATIVE AI
PRODUCT DESIGN
RAG PIPELINES
AGENTIC AI
Philosophy

Buildwith intent.

Technology is at its best when it disappears. I build intelligent platforms that solve massive problems through simple, intuitive, and highly-engineered solutions without the complexity.

01

Machine Learning

Architecting deep learning models and LLM pipelines that solve real-world complexities with precision and scale.

02

Scalable Engineering

Building distributed backends and high-availability systems that perform under pressure with technical rigor.

03

Product Design

Crafting minimalist interfaces that translate complex data into intuitive, meaningful user experiences.

DIGITAL CRAFT.

Each project includes a deep dive into the architecture decisions, engineering trade-offs, and the thinking behind the build.

01
Featured

AutoLLM Forge

Full-stack platform for automated LLM fine-tuning with QLoRA, reducing fine-tuning time by 60%.

PythonFastAPIPyTorchQLoRATransformers
02
Featured

Auto-Researcher

Multi-agent graph-based system that orchestrates research, analysis, and validation for academic literature reviews.

PythonLangGraphFastAPIReactLLM Agents

THEARCHIVE

Dec 2025 – Present

YUGA AI

Founding AI/ML Engineer
Remote · Thiruvananthapuram, India

Built the AI backend for a personalized adaptive learning platform, including student performance modeling and an LLM-based tutor using retrieval-augmented generation.

PythonMachine LearningLLMsRetrieval-Augmented GenerationLangChainVector Databases
Jan 2023 – Feb 2025

New Gen Leads USA

Freelance AI Developer
Remote · Phoenixville, United States

Developed AI automation pipelines for lead intelligence and data enrichment, and built ML/NLP models integrated into production workflows.

PythonMachine LearningNatural Language ProcessingScikit-learnAutomation Systems

TRUSTED VOICES.

What peers and collaborators say about working together.

Working with Sourav was smooth and highly professional. He delivered quality quickly and elevated the entire product experience.

S

Suchismita Santra

Software Development EngineerDeloitte