Pranava Kailash Subramaniam Prema

Pranava Kailash Subramaniam Prema

Data Professional | Fintech Enthusiast

Transforming data into actionable insights • Building AI solutions • Exploring financial markets

About Me

I'm a Data Professional with an M.Sc in Data Science from the University of Surrey, passionate about transforming complex data into actionable insights. My expertise spans machine learning, data engineering, and AI engineering, with a strong foundation in Python, JavaScript, and cloud technologies.

Currently, I'm expanding my expertise into fintech and AI applications in financial markets. I'm building knowledge in market analysis, trading systems, and financial data engineering while creating innovative AI solutions including RAG systems, LLM applications, and intelligent agents that bridge data science and finance.

I thrive on solving real-world problems through data-driven approaches, whether it's building NLP models, designing ETL pipelines, developing RAG applications, or creating AI-powered tools. Each project is an opportunity to learn, innovate, and deliver impactful solutions.

Machine Learning & AI

Building intelligent solutions with Python, NLP, and deep learning frameworks

Data Engineering

Designing ETL pipelines, database optimization, and cloud data solutions

AI Engineering & RAG

Developing LLM applications, RAG systems, and AI-powered solutions with vector databases

Featured Projects

A collection of my work across machine learning, data engineering, and AI applications

Latest ReleaseAI Engineering

Prompt Enhancer

Chrome extension using Google's Gemini Nano AI for on-device prompt enhancement. Enhances ChatGPT prompts instantly with 100% local processing, zero API costs, and complete privacy.

JavaScriptChrome APIGemini NanoAI
FeaturedMachine Learning

CyNER_2.0_API

Advanced Named Entity Recognition (NER) system designed to identify cybersecurity entities with 94% accuracy. Features a REST API for real-time NER inference on cybersecurity text data.

PythonNLPMachine LearningFlaskspaCy

Other Projects

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Technical Skills

A comprehensive toolkit spanning data science, financial analysis, and software development

Programming Languages

PythonC++JavaScriptSQL

Machine Learning & AI

PyTorchTensorFlowscikit-learnNLPDeep LearningLLMs

Data Engineering

Apache AirflowETL PipelinesMySQLSQLite

Cloud & DevOps

AWSGoogle CloudDockerCI/CDDatabricks

Data Visualization

PlotlyPower BIMatplotlibSeaborn

Currently Expanding

Cloud Certifications

AWS & GCP certifications

Financial Markets

Trading strategies & market analysis

AI in Finance

Algorithmic trading & News sentiment analysis

Real-time Systems

Streaming data & live dashboards

Current Learning Interests

As I transition into fintech, I'm actively expanding my expertise in financial markets and AI applications in finance. Here's what drives my learning journey:

Financial Markets & Trading

Exploring market dynamics, trading strategies, and investment analysis. Learning about technical and fundamental analysis, market indicators, and portfolio management.

AI in Finance

Investigating applications of machine learning and AI in fintech, including algorithmic trading, risk assessment, fraud detection, and predictive analytics for financial markets.

Financial Data Engineering

Building robust data pipelines for real-time market data, designing scalable architectures for financial analytics, and implementing efficient data processing systems.

Market Sentiment Analysis

Leveraging NLP and sentiment analysis to extract insights from financial news, social media, and market reports to understand market psychology and trends.

How I'm Learning

Finance Books

Reading foundational texts on markets, trading, and financial analysis

Online Courses

Following fintech and AI courses to deepen technical knowledge

Hands-on Projects

Building real-world applications to apply concepts in practice

Blog & Insights

Blogs on DEV.to - Coming Soon!

I'm preparing to share technical insights, tutorials, and my journey in data science through DEV.to. Stay tuned for in-depth articles covering:

Fintech & AI

Latest trends and innovations

Breakdown of AI Tools

How they work under the hood

Project Deep Dives

Behind-the-scenes walkthroughs

Follow on DEV.to

💡 Get notified: Follow my DEV.to profile to receive updates when I publish new articles on breakdown of AI tools.

Let's Connect

I'm open to opportunities in data science, machine learning, data engineering, and fintech. Let's discuss how I can contribute to your team.

Get In Touch

Location

United Kingdom

Open To Opportunities

Data Science Roles

Building ML models and analytical solutions

Machine Learning Engineer

Developing and deploying AI systems

Data Engineering

Designing scalable data pipelines

Data Analyst

Extracting insights from complex data

🎯 Especially interested in Fintech!

Roles at the intersection of data science and financial technology