Akash Nagar

AI/ML Engineer

Jaipur, Rajasthan, India 1+ yrs exp 82 · Excellent

About

AI/ML engineer experienced in building Generative AI and agentic systems, including multi-agent orchestration with LangGraph, Retrieval-Augmented Generation (RAG) pipelines with vector embeddings (FAISS, Pinecone), and Model Context Protocol (MCP) integrations for tool-connected LLM workflows. Skilled in deep learning (CNNs, transfer learning with TensorFlow) and the full ML lifecycle, from data preparation through deployment on Docker and AWS. Currently a Data Science Intern at Regex Software Services, developing data pipelines and ML/agent components for production systems, with a strong foundation in backend API design (FastAPI/Flask) for LLM-driven applications.

Skills & Expertise (42)

Python Advanced

8.5/10

Years Exp

LangChain Intermediate

8.0/10

Years Exp

REST APIs Advanced

8.0/10

Years Exp

Prompt Engineering Intermediate

8.0/10

Years Exp

FastAPI Advanced

8.0/10

Years Exp

SQL Advanced

8.0/10

Years Exp

MySql Advanced

8.0/10

Years Exp

Pandas Advanced

8.0/10

Years Exp

NumPy Advanced

8.0/10

Years Exp

LangGraph Intermediate

7.5/10

Years Exp

AWS Intermediate

7.0/10

Years Exp

Data Extraction Intermediate

7.0/10

Years Exp

Statistical Analysis Intermediate

7.0/10

Years Exp

S3 Intermediate

7.0/10

Years Exp

EC2 Intermediate

7.0/10

Years Exp

Docker Intermediate

7.0/10

Years Exp

GitHub Actions Intermediate

7.0/10

Years Exp

Flask Intermediate

7.0/10

Years Exp

Feature Engineering Intermediate

7.0/10

Years Exp

Random Forest Intermediate

7.0/10

Years Exp

LightGBM Intermediate

7.0/10

Years Exp

XGBoost Intermediate

7.0/10

Years Exp

scikit-learn Intermediate

7.0/10

Years Exp

Model Evaluation Intermediate

7.0/10

Years Exp

PyTorch Intermediate

7.0/10

Years Exp

Transfer Learning Intermediate

7.0/10

Years Exp

Model Context Protocol Intermediate

7.0/10

Years Exp

TensorFlow Intermediate

7.0/10

Years Exp

Embeddings Intermediate

7.0/10

Years Exp

Zapier Intermediate

6.5/10

Years Exp

n8n Intermediate

6.5/10

Years Exp

Snowflake Intermediate

6.5/10

Years Exp

FAISS Intermediate

6.5/10

Years Exp

Pinecone Intermediate

6.5/10

Years Exp

ECR Intermediate

6.5/10

Years Exp

VGG16 Intermediate

6.5/10

Years Exp

PCA Intermediate

6.5/10

Years Exp

BM25 Intermediate

6.0/10

Years Exp

Elasticsearch Intermediate

6.0/10

Years Exp

DVC Intermediate

6.0/10

Years Exp

Convolutional Neural Networks CNN

Work Experience

Data Science Intern

Regex Software Services

Aug 2025 - Present

Engineered Threadline, a fault-tolerant order orchestration engine for an e-commerce computer-hardware platform, built with FastAPI and MySQL, using idempotent processing and automatic retries to prevent duplicate transactions and ensure reliable order fulfillment. Integrated Gemini-based LLM routing to parse free-text orders into structured data, cutting manual intervention. Implemented MCP and RAG-based components using LangChain to connect agent logic into the main application. Cleaned and transformed raw data and wrote MySQL queries for structured data used by ML pipelines. Automated order-processing workflows using n8n and Zapier to reduce manual data-handling steps.