Applied AI engineering

Ajay Gonhalmath

AI Systems & Python Backend Builder

Computer Science engineer building agentic AI systems, retrieval workflows, and automation-heavy Python backends.

01

Live industry role

Python intern shipping data workflows, backend utilities, and applied GenAI systems.

03

Selected systems

Agentic AI, security automation, and REST API projects presented as product-quality work.

05

Credentials

AI, cloud, Python, and ethical hacking certifications that support the technical direction.

Selected work

The projects are strongest when treated as systems, not assignments.

The resume’s clearest edge is technical composition: agents, retrieval, API boundaries, crawling, and data tooling. The work below is ordered by signal strength.

Flagship AI system

Agentic AI System with MCP, RAG, and Multi-Agent Workflows

A multi-agent system with planning and execution layers, retrieval grounding, and model-assisted workflows for complex task handling.

Brings together LLM orchestration, vector search, MCP communication, and FastAPI into a serious AI engineering project.

PythonLangChainOpenAI APIMCPRAGVector DBFastAPI
Security automation

Google Dorking and Link Crawler Tool

An automated search and recursive link extraction tool for advanced query workflows and web data discovery.

Shows Ajay’s ethical hacking interest through practical automation, dynamic requests, Selenium, and structured extraction.

PythonSeleniumBeautifulSoup
Backend API

Student Database Management System

A FastAPI REST service for managing student records with clean CRUD endpoints and Pydantic request/response models.

Demonstrates backend fundamentals: structured API design, database interaction, validation, and maintainable service boundaries.

PythonFastAPIREST APIPydanticSQLite

Technical depth

A focused stack around AI retrieval, automation, and backend workflows.

The portfolio avoids scattering every tool equally. Ajay’s technical brand is more credible when the stack is framed as a connected operating system.

01

Agentic AI & Retrieval

Builds LLM applications that use retrieval, vector embeddings, tool calling, and modular workflows instead of simple prompt wrappers.

RAGLangChainOpenAI APIPineconeChromaOllamaPrompt Engineering
02

Python Backend Systems

Comfortable with async Python, FastAPI, REST services, data processing pipelines, and practical backend workflows.

PythonFastAPIREST APIsPydanticSQLiteGitLinux
03

Data, ML & Automation

Uses Pandas, NumPy, scikit-learn, visualization, scraping, and automation to move from raw data to useful signals.

PandasNumPyScikit-learnMatplotlibSeabornSeleniumBeautifulSoup
04

Cloud & Security Awareness

Pairs AWS fundamentals with ethical hacking curiosity, creating a broader engineering lens for AI and automation work.

AWSEthical HackingWeb CrawlingLLM APIsHugging Face Transformers

Current work

Industry exposure in Python, data, and Generative AI.

The internship is presented as the bridge between coursework and product-facing engineering: async Python, data analysis, RAG, and AI-agent workflows.

Jan 2026 - Present

Python Intern

Asset Telematics Pvt Ltd

Bangalore Urban, Karnataka, India

Working across Python applications, data analysis, backend workflows, and Generative AI systems.

Developed and optimized asynchronous Python applications for data processing and backend workflows.
Performed exploratory data analysis on real-world datasets with NumPy and Pandas.
Built RAG applications using vector databases including Pinecone and Chroma with LangChain.
Designed AI agents with tool-calling and modular multi-step workflows.

Formation

Computer Science foundation with AI, cloud, and security signals.

Education and credentials are kept compact so the site stays focused on capability, while still giving recruiters the required academic context.

Bachelor of Engineering, Computer Science and Engineering

Shridevi Institute of Engineering and Technology, Tumkur

2022 - 2026 expected · CGPA 7/10 up to 7th semester

Pre-University Course, PCMB

Sri Chaitanya PU College

2020 - 2022 · 74%

Secondary School Leaving Certificate

Sri Chaitanya Techno School

2019 - 2020 · 82%

Certifications

AI Engineer for Developers Associate - DataCamp
Generative AI Professional - Oracle
Intermediate Python - Udacity
AWS Cloud Practitioner - DataCamp
Ethical Hacking and Penetration Testing - Udemy

Available for technical conversations

Building AI systems where retrieval, automation, and backend craft matter.

Best fit: Python backend roles, AI engineering internships, agentic workflow prototypes, RAG applications, and automation-heavy product work.