Girish Wangikar

01. About 02. Skills 03. Projects 04. Certifications 05. Writing 06. Contact Resume ↗
Open to new opportunities

Girish
Wangikar

|

AI & Machine Learning Engineer with 3+ years of industry experience designing and shipping end-to-end agentic AI systems — from autonomous reasoning pipelines to production-grade AI platforms that perform reliably in the real world.

View Projects Get in Touch
10+AI Projects
6+Certifications
3+Years in Industry
girish_wangikar.py
# Agentic AI Engineer · Builder · Researcher   class GirishWangikar: def __init__(self): self.education = "NCSU '24, Data Science Track" self.focus = [ "Agentic AI Systems", "End-to-End AI Platforms", "ML Engineering", "Data Science", ] self.cloud = ["GCP", "AWS"] self.open_to_build = True   def mission(self): return "Ship AI that thinks and acts autonomously"   me = GirishWangikar() print(me.mission())

About

AI and ML Engineer building agentic systems

Girish Wangikar
NCSU Data Science · Track '24

I'm an AI and Machine Learning engineer with a graduate degree from NC State University, specializing in the Data Science track. My work is rooted in turning complex problem statements into intelligent, autonomous systems.

My current focus is agentic AI — building systems where models don't just predict, but plan, reason, use tools, and execute multi-step workflows. I work across the full stack: problem framing, data pipelines, model development, and deploying platforms that scale.

Outside of building, I write about AI on Medium, publish open experiments on Hugging Face, and believe the best learning happens by sharing what you've built.

NCSU — Data Science Track
Minnesota, US
Agentic AI / LLMs / GCP
wangikar.girish@gmail.com
Projects Library Medium 🤗 HuggingFace LinkedIn GitHub Resume

Expertise

Full-stack AI engineering

From agentic reasoning systems to production ML platforms — spanning the entire data-to-deployment lifecycle.

Agentic AI & LLM Systems

LangChainLangGraphAutoGenCrewAIRAG PipelinesTool-Use AgentsModel Context Protocol (MCP)Multi-Agent OrchestrationVector DatabasesOpenAI APIVertex AIGeminiClaude API

Cloud & AI Platform (GCP/AWS)

Google Cloud PlatformVertex AI PipelinesBigQueryCloud RunAWS SageMakerAWS LambdaDockerKubernetes

Machine Learning & Deep Learning

PyTorchTensorFlowScikit-learnHugging FaceComputer VisionNLPPEFT / LoRA

Data Engineering & Analytics

PythonSQLPandasApache SparkETL PipelinesFeature EngineeringStreamlitGradio

MLOps & Development

MLflowWeights & BiasesFastAPICI/CDGitLinuxREST APIs

Visualization & Insights

MatplotlibPlotlySeabornPower BITableauJupyter

Projects

Autonomous agents, ML pipelines, and AI platforms shipped end-to-end.

All on Project Library

Resume ATS Analyzer

An AI-powered resume optimization suite offering ATS scoring, job-match analysis, rephrasing, cover-letter generation, and interview preparation.

JSHTMLPyPDFPythonpython-docxLLM

RAG PDF Q&A

A retrieval-augmented Q&A system where users upload a PDF and ask natural-language questions. Uses client-side PDF processing, Workers AI embeddings, Cloudflare Vectorize, and Groq Llama 3.1 for grounded answers with confidence scoring.

Generative AIRAGVector DatabaseEdge ComputingServerlessNLP

Data Analysis Assistant

A browser-first data analysis tool that processes CSVs entirely client-side to generate statistics, heatmaps, distributions, and feature engineering suggestions. Includes a Groq-powered agent that answers questions using the actual dataset.

PythonGroqCloudflareNLPLLM

ArXiv Lens

An AI-powered academic paper analyzer that explains research papers in plain English, simulates expert peer-review panels, and supports multiple explanation levels (ELI5 → Expert).

HTMLCSSJSCloudflareGenerative AIMulti-Agent AIAI Workflows

FlashForge Flashcard Generator

An AI-powered tool that converts any PDF into structured flashcards with Bloom's Taxonomy alignment, difficulty levels, and export formats including Anki, Quizlet, CSV, JSON, and Markdown.

Generative AILLM ApplicationsAI Study AssistantNLPJSCSSHTML

CodeAssist AI

A production-ready coding assistant built on a serverless architecture with real-time token streaming, custom markdown rendering, and a secure API proxy deployed globally on Cloudflare's edge network.

REST APIServerless ArchitectureAI IntegrationStreaming APIsHTMLCSSNLPJSLLM

Credentials

Certifications & Specializations

Industry-recognized credentials spanning cloud platforms, generative AI, data science, and graph databases.

OCI Generative AI Certified Professional

Oracle Cloud Infrastructure

Open

Neo4j Certified Professional

Neo4j GraphAcademy

Open

Google Cloud Platform Specialization

Google Cloud / Coursera

Open

DataLab Master Practitioner

DataLab

Open

DataLab Scholar

DataLab

Open

TensorFlow Developer Certificate

TensorFlow / Google

Open

Writing

Ideas on AI,
engineering & what's next

I write regularly about agentic AI architectures, LLM evaluations, and ML engineering patterns — bridging research papers and practical implementation. Published on Medium.

Agentic AI Industry AI ML Platforms Data Science
Read on Medium
10+ Articles published
Medium @girishwangikar
🤗
Hugging Face @girishwangikar

Get in Touch

Let's build something

Have an interesting problem or project idea? Always open to conversations about agentic AI and what's possible.

If you have an interesting problem, a project idea, or just want to talk about agentic AI and what's possible — feel free to reach out. Always happy to exchange ideas with people building in this space.

Email

wangikar.girish@gmail.com

Phone

+1 (984) 944-3688

Location

Minnesota, US