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Deepak Raj

@deepakraj0103

GEN AI ENGINEER at KRATO SOLUTIONS

India

https://ai-vision-deepak-portfolio.lovable.app/

KRATO SOLUTIONSSaveetha Engineering College, Chennai

Deepak Raj is a Generative AI Engineer with over 1.3 years of experience delivering production-grade LLM systems, RAG pipelines, and multimodal AI platforms. He possesses expertise in retrieval optimization, LoRA/QLoRA fine-tuning, and scalable cloud deployment. His professional background includes roles as a Data Scientist and Quality Engineer, where he successfully implemented vision pipelines and anomaly detection systems to improve operational efficiency and accuracy.

Experience

GEN AI ENGINEER

KRATO SOLUTIONS

Nov 2025 - PresentCHENNAI

Architected RAG pipelines processing 10,000+ HTA/NICE PDFs, shrinking execution time 60% using Azure OpenAI, Bedrock, Databricks. Optimized retrieval via chunking + reranking, elevating response accuracy 68% to 91% and lowering hallucinations 35%. Established RAGAS evaluation and implemented prompt validation with fallback logic.

DATA SCIENTIST

AISPRY

Dec 2024 - Sep 2025CHENNAI

Led YOLOv8 + DeepLabv3+ vision pipelines on 50,000+ images, reaching 93% segmentation precision. Designed DenseNet201/ResNet50 IVF models, increasing prediction accuracy 28%. Delivered Flask + React microservices enabling <500ms inference latency. Streamlined MLflow workflows.

QUALITY ENGINEER

SBC PVT LTD

Sep 2020 - Dec 2024CHENNAI

Instituted SPC + anomaly detection systems, lowering defect rate 15% and saving $120K annually. Crafted analytics dashboards eliminating 50% manual reporting effort. Conducted root-cause modeling across 3 facilities, reducing process variability 12%.

Education

Saveetha Engineering College, Chennai

BACHELOR OF ENGINEERING

MECHANICAL ENGINEERING

Jan 2015 - Jan 2019

Licenses & Certifications

Professional Course in Data Science & AI

360DigiTMG

IT-ITES Sector Skills Council NASSCOM Certification

NASSCOM

Claude Code on AWS Bedrock – Anthropic / AWS Generative AI Certification

Anthropic / AWS

Skills

Generative AI
LLMs
GPT-4
Claude
LLaMA 3
Mistral
Gemma
RAG Architecture
RAG Evaluation
RAGAS
Prompt Engineering
Function Calling
LoRA
QLoRA
Transformers
Hugging Face
Sentence Transformers
Ollama
llama.cpp
LangChain
LangGraph
LlamaIndex
CrewAI
OpenAI Assistants API
Anthropic API
FAISS
ChromaDB
Databricks Vector Search
Databricks Vector Index
IVF
ANN Search
Hybrid Search
Reranking
Vector Indexing
Hybrid Retrieval
PyTorch
TensorFlow
Keras
CNN Architectures
Model Training
Transfer Learning
Feature Engineering
Model Evaluation
Hyperparameter Tuning
Scikit-learn
XGBoost
LightGBM
AutoML
YOLO
DeepLabv3+