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Hi, I'm Unnikrishnan R S

Turning Data Into Magic

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About Me

Unnikrishnan

I'm a Data Scientist with expertise in machine learning, MLOps, and AI innovation. I’m passionate about turning complex data into actionable insights and building impactful ML solutions.

I've worked on a variety of projects, from AI-powered applications to automated data analysis systems, always focused on solving real-world problems through data-driven approaches.

My approach blends strong technical skills with clear communication—ensuring that data solutions not only work, but align with real business needs.

Innovation-Driven

Passionate about exploring cutting-edge technologies and creating novel solutions that drive real-world impact.

Team Contributor

Actively contributed to data science projects by collaborating with team members, sharing insights, and supporting the implementation of efficient workflows to achieve quality outcomes.

Process Optimizer

Skilled at implementing MLOps best practices, streamlining workflows, and building scalable solutions that deliver lasting value.

Featured Projects

AI-Powered Staff Scheduling Platform

Python, Scikit-Learn, Time Series Forecasting, FastAPI, SQL

Built an AI-powered staff scheduling application to optimize daily workforce allocation in hospital environments, reducing overstaffing and improving operational efficiency by 30%.

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Electronic Medical Record Risk Categorization

Python, Airflow, SQL, Scikit-Learn, NLP, MLOps

Developed an end-to-end EMR risk analysis platform utilizing NLP techniques and supervised machine learning algorithms, reducing categorization time by 99%.

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AI-Powered EDA Report Generator

Python, Pandas, Seaborn, Scikit-Learn, OpenAI, NLP

Developed an automated EDA tool that generates visualizations and produces structured reports with OpenAI-powered insights, reducing manual analysis effort by 90%.

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Technical Skills

Languages & Databases

Python (Pandas, NumPy)
Used Python extensively for data manipulation, model development, and automation across all projects.
SQL & MySQL
Designed and implemented database schemas, wrote complex queries, and optimized database operations for various projects.

MLOps & Cloud

MLFlow, DVC, DagsHub
Implemented experiment tracking, versioning, and model registry systems to streamline ML development workflows.
Docker, Airflow
Created containerized solutions and orchestrated data pipelines for scalable and reproducible deployments.
AWS, CI/CD, Grafana
Deployed solutions on AWS, implemented continuous integration/deployment pipelines, and set up monitoring dashboards.

Machine Learning & AI

Scikit-learn, XGBoost, LightGBM
Developed models using various ML libraries to solve classification, regression, and time series forecasting problems.
OpenAI, Llama, Hugging Face
Integrated and fine-tuned large language models for NLP tasks and generative AI applications.
LangChain, Langsmith, CrewAI
Built AI applications and agent-based systems using modern frameworks for LLM orchestration.

CareerJourney

Nov 2024 - Present

Data Scientist

LogicPlum, Kochi, Kerala

Leading data science initiatives, managing team workflows, and driving project delivery with a focus on MLOps best practices and stakeholder communication.

Aug 2023 - Nov 2024

Associate Data Scientist

LogicPlum, Kochi, Kerala

Developed machine learning models, implemented data pipelines, and collaborated with cross-functional teams to deliver data-driven solutions.

Jul 2023 - Aug 2023

Data Scientist Intern

LogicPlum, Remote

Gained practical experience in data analysis, model development, and ML implementation through hands-on projects and mentorship.

Apr 2018 - Mar 2022

Bachelor in Computer Science

Kerala University, Kerala

Developed a strong foundation in computer science principles, algorithms, and programming, with a focus on data structures and machine learning.

Achievements & Awards

Best Performer Q4 2024

Received the Best Performer Award for maintaining on-time delivery and efficiency to 100% over a span of 3 months

Reduced Project Completion Time by 40%

Optimized time-consuming code using Cython and multithreading, significantly improving execution speed and overall efficiency

Increased Team Productivity by 20%

Automated repetitive and time-consuming ,streamlining processes and boosting team efficiency

Runner-Up Company Innovation Challenge

Recognized for developing an innovative project with practical business benefits

Get In Touch

Let's Connect

I'm always interested in new opportunities, collaborations, or just a friendly chat about data science and AI. Feel free to reach out through any of the channels below.

Email

rs.unnikris@gmail.com

Phone

+91 8921443968

Location

Kochi, Kerala, India