HeyI'm

Aradhya Pavan.

I build intelligent systems that feel trusted

I turn messy data, raw language, and unclear workflows into NLP, RAG, and Agentic AI tools – useful systems people can understand, trust, and actually use.

M.Tech
BITS Pilani · AI&ML
0
Years experience
Open
AI/ML & full-stack roles
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01 / Origin story

Engineer at heart, builder by craft.

It started with a taxi app, not a textbook.Everything since – the CS degree, the M.Tech, the tools – came out of one question about how systems decide.

Don't just aspire to make a living – aspire to make a difference. – Denzel Washington

Hi, I'm Aradhya Pavan – I build useful intelligent systems people can actually understand, trust, and use.

A visit to Bengaluru – watching Uber/Ola match riders, routes, demand, and timing in real time – pulled me into B.E. Computer Science. Later, my M.Tech in AI & ML from BITS Pilani pushed that curiosity toward NLP, RAG, and agentic AI systems that move from POC/MVP to responsive, practical web apps.

On the side: small tools that cut repetitive work, online hackathons, and a focus on design, use-case fit, UX, attention to detail & cost. Big Formula 1 fan – the live strategy, telemetry, and split-second decisions genuinely feed how I think about systems.

Bengaluru spark Engineering base AI systems Product craft
M.Tech · BITS PilaniAI & ML · 2023–25 NLP & Agentic AINLP&AgenticAI Open SourcePRs > promises Formula 1 fanMax Verstappen · #1 🏁

Off the clock

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Formula 1
Aradhya Pavan H S
Aradhya Pavan H S AI/ML Engineer · NLP & Agentic AI Mysuru · Karnataka · India Open to opportunities

How I work

a loop, not a list
  • 01ResearchPapers, benchmarks and trade-offs, before any code.
  • 02PrototypeExperiment until an approach proves itself.
  • 03ShipAI/ML systems designed and deployed end to end.
  • 04LearnWhatever the next build needs – adopted once it’s stable.

Education

BITS PilaniCGPA 7.2/10
M.Tech, AI & ML · NLP Specialization Mar 2023 – Jun 2025
Visvesvaraya Technological UniversityCGPA 7.0/10
B.E., Computer Science & Engineering Aug 2015 – Sep 2019
02 / What I actually know

Skills backed by shipped work.

Used, not listed.Every tool here is one I have shipped something with – not one I read about.

Primary focus

Natural Language Processing & Agentic AI

I build language systems that can retrieve the right context, reason through a workflow, and return something a real user can trust – from RAG and agentic tools to fine-tuned models shipped as clean, usable web experiences.

RAG & RetrievalBuilt document QA and semantic search flows with grounded answers
Agentic SystemsDesigned tool-using workflows for SQL, feedback analysis and data tasks
Fine-tuningExperimented with LoRA/QLoRA and domain model adaptation
ML DeploymentDeployed demos with Flask/FastAPI, Docker, Hugging Face and Heroku
13shipped buildsAI, NLP, ML and web demos
3deep case studiesproblem, stack, demo, outcome
4+years buildingfull-stack apps plus ML workflows
LangChain RAG Agentic AI Fine-tuning Prompt Engineering Vector DBs MCP Transformers

ML, AI & Frameworks

Python MLflow PyTorch Keras Scikit-Learn NumPy Pandas SpaCy NLTK Matplotlib Seaborn LangChain Hugging Face PhiData FAISS

Web, Cloud & DevOps

AWS Azure HTML CSS JavaScript Flask PHP REST APIs Swagger PostgreSQL MySQL Git / GitHub Docker Heroku Streamlit
04 / The archive

All projects, end to end.

Quieter by design.The full archive sits after the flagship work so recruiters can scan without losing the main story.

NLP · ML

NLP Academy – Ultimate NLP Tutor

PythonFlaskTransformersNLTKspaCyscikit-learnMatplotlibSeabornPlotlyVADERHugging FaceDocker
Agentic AI

Agentic Multi-Dialect SQL Assistant

LLMMistralPhiDataAgentic AISQLFlaskPythonPostgreSQLDocker
Agentic AI · Dissertation

Enhanced Feedback Analysis

LangChainFAISSSLMFew-shotSentence TransformersFlaskPythonHerokuDocker
NLP · ML

NLP Sentiment Analysis

TransformersDistilBERTRoBERTaVADERTextBlobHugging FaceFlaskPythonStreamlit
Gen AI · RAG

QnABuilderAI

MistralFAISSRAGLangChainEmbeddingsFlaskPythonHerokuDocker
Gen AI · Data

Smart CSV / Excel Assistant

PandasMistral AINLPFlaskPythonLangChainHerokuDocker
Gen AI · AWS

Intro to Gen AI with AWS

AWS BedrockSageMakerFine-tuningPrompt EngineeringPythonJupyterLLMUdacity
Machine Learning

Titanic Survival Predictor

Scikit-LearnPandasStreamlitNumPyMatplotlibSeabornPythonHeroku
Computer Vision

Malaria Cell Detection (HOG)

OpenCVHOGSVMScikit-LearnNumPyMatplotlibPythonStreamlit
Web · Cyber Security

CyberSpace – Knowledge Hub

FlaskVector SearchSwaggerREST APIPostgreSQLPythonJavaScriptHerokuFAISSDocker
Web · Knowledge

CosmoPedia – Space Knowledge

FlaskFAISSNASA APIPythonJavaScriptREST APIEmbeddingsVector SearchHerokuHugging FaceDocker
Web · Open Source

Rich Markdown Editor

EasyMDEKaTeXDockerJavaScriptHTML/CSSHighlight.jsMermaidFlaskPythonHugging Face
Web · Translation

Language Text Translator

PHPMySQLREST APIJavaScriptHTML/CSSBootstrapTranslation APIApache
06 / Still learning

What I'm sharpening next.

The reps nobody sees.Open source, experiments, structured learning and competitive problem solving – the practice behind the shipped work.

Open sourceSmall fixes, useful tools, and code that helps other builders move faster.
HackathonsFast MVPs, rough edges, lessons learned, and product instincts under time pressure.
ExperimentsAgent workflows, RAG evaluation, UI polish, and cost-aware deployment patterns.
NotesDocumenting decisions, architecture, trade-offs and what I would improve next.

Competitive Programming

CodeChef
HackerRank
LeetCode
Codeforces

Online Learning

Coursera
DataCamp
Codecademy
GfG
07 / Let's build

Building something ambitious?
I'd love to help make it real.

No form. Just email.I'm open to AI/ML engineering roles, freelance builds, and collaborations where practical AI, clear UX, and real deployment matter.

Based inMysuru, Karnataka, India
AvailabilityOpen to remote & on-site