Available for Opportunities

Dhayana
Narayanan

AI/ML Engineer & Data Scientist building production-grade intelligent systems — from multi-agent pipelines to deep learning models.

7+ AI Agents Built
0.962 R² Score (LSTM)
6 Certifications
10k+ Records Analyzed

Building AI that actually works

I'm an M.Sc. Data Science graduate from Amrita Vishwa Vidyapeetham with a passion for turning messy, real-world data into intelligent systems that deliver value.

My work spans LLM fine-tuning, multi-agent orchestration, and full-stack ML deployment — I care deeply about both the model and the user experience around it.

Currently based in Kerala, India, open to remote or hybrid roles in AI/ML engineering and data science.

// Education

M.Sc. Data Science
Amrita Vishwa Vidyapeetham, Coimbatore
Minor: Logistics & Supply Chain
CGPA 8.15 · Jun 2024 – Present
B.Sc. Computer Science
Yuvakshetra Institute of Management Studies, Palakkad
CGPA 6.5 · Aug 2021 – Mar 2024
Higher Secondary (XII)
State Board, Kerala
83.3% · 2021

What I work with

🤖

AI / ML

LLM Fine-tuningRAGNLP LSTMDeep LearningPrompt Engineering Predictive Modeling

AI Frameworks

AutoGenLangChain TensorFlowPyTorchScikit-learn Groq APILLaMA-3
💻

Languages

PythonRSQL Java
🚀

MLOps & Cloud

GitHub CI/CDGitHub Actions Streamlit CloudAWS ArchitectureREST APIs
📊

Data & BI

Power BI (DAX)EDAANOVA Statistical AnalysisFeature Engineering
🛠

Tools & Platforms

FirebaseStreamlit Git

Things I've built

Production-deployed systems with real-world impact, from intelligent scheduling to autonomous AI agents.

FLAGSHIP · 2025–2026

TaskShift — Cycle-Aware AI Task Scheduling

Per-user fine-tuned LSTM model that learns individual productivity patterns and adapts task recommendations in real time via a Flutter mobile app.

0.342 Day prediction error
0.962 R² Score
104 Survey participants
PythonLSTMTensorFlow FlutterFirebaseANOVA
PRODUCTION · 2026

AgentIQ — Multi-Agent AI Platform

7 specialized AI agents covering data analysis, code generation, summarization, research writing, and SEO content — with an autonomous AutoML pipeline eliminating all manual ML workflow.

7 AI Agents
100% Manual work eliminated
AutoGenLangChain LLaMA-3Groq APIStreamlitCI/CD
ANALYTICS · 2024

Sales & Transaction Dashboard

Executive Power BI dashboards analyzing 10,000+ transaction records — revealing hidden revenue trends and customer behavior patterns used by leadership to shape growth strategy.

10K+ Records analyzed
Power BIDAXBusiness Analytics

Where I've worked

APR 2025 – OCT 2025
AI & Machine Learning Intern
Innovate Intern (AICTE-Recognized) · Virtual
  • Deployed NLP text summarization model on 500+ documents using TF-IDF and ROUGE metrics, improving accuracy and reporting quality.
  • Built preprocessing pipelines (tokenization, stopword removal, vectorization) cutting processing time by 40%.
  • Delivered model evaluation dashboards and technical reports ensuring reproducibility and clean team handoffs.
APR 2025 – JUN 2025
Data Science Intern
Main Flow Services & Technologies Pvt. Ltd. (AICTE | MCA | MSME) · Virtual
  • Ran end-to-end data science workflows: EDA, feature engineering, and predictive modeling across 3+ business datasets.
  • Evaluated regression and classification models using cross-validation, selecting best-fit solutions for each use case.
  • Delivered analytical summaries and reports driving informed business decisions for project owners.

Credentials & Simulations

🔷
Automated Machine Learning: Best Classification Model
Microsoft Learn · Jan 2026
Solutions Architecture Job Simulation
Amazon Web Services (AWS) via Forage · Feb 2025
💼
Software Engineering Job Simulation
Goldman Sachs via Forage · Feb 2025
📊
Power BI Job Simulation
PwC via Forage · Jan 2025
📈
Data Visualisation: Empowering Business with Effective Insights
Tata Group via Forage · Jan 2025
🤖
Getting Started with Artificial Intelligence
IBM SkillsBuild · Dec 2024

Let's build something

Open to full-time roles, internships, and freelance projects in AI/ML engineering and data science.

📍 Kerala, India · Available for Remote & Hybrid