MR/MOHAN // DS & ML

[ DATA SCIENCE · ML · AI ]

MOHANRAMAMURTHY

DATA SCIENTIST — ML / AI

I build machine-learning systems from raw data to deployed decisions.

SYSTEM ONLINE

RAW SIGNAL → DATA → MODEL → DECISION

UK · LOCAL TIME--:--:--

ABOUT

I'm a data scientist who likes building the full system — from understanding the problem and preparing the data to modelling, deployment and explaining the result.

I completed an MSc in Data Science at the University of Hertfordshire after a BTech in Artificial Intelligence & Machine Learning. My work covers machine learning, analytics, computer vision and production-focused ML projects.

I'm currently exploring RAG, LLMs and agentic AI while continuing to strengthen my core data science and ML engineering skills.

Open to early-career data science and machine learning opportunities.

01

Education

COMPLETEDMSc Data ScienceUniversity of Hertfordshire
UNDERGRADUATEBTech Artificial Intelligence & Machine LearningCGPA: 9.24 / 10
02

TECH STACK MAP

QUESTION → WORKING SYSTEM
  1. 01

    DATA / ANALYSIS

    Python · SQL · Pandas · NumPy · Statistics

  2. 02

    MODELLING

    scikit-learn · PyTorch · XGBoost · NLP · Computer Vision

  3. 03

    DATA ENGINEERING / CLOUD

    PySpark · Databricks · Azure · AWS S3 · AWS Glue · AWS Athena

  4. 04

    DEPLOYMENT / MLOPS

    MLflow · FastAPI · Flask · Docker · Git / GitHub

  5. 05

    BI

    Power BI

  6. 06

    AI / CURRENT LEARNING

    RAG · LLMs · Agentic AI

14-MONTH ML RESEARCH INTERNSHIP

ORAL CANCER
HISTOPATHOLOGY
CLASSIFICATION

Deep learning for oral-cancer histopathology and WPOI classification using 292 whole-slide images.

MICROSCOPE FIELD / 01CONCEPTUAL RENDER · NO PATIENT DATA
ABSTRACT FIELDFOCUS / 01
F_07
F_12
INPUT / H&E IMAGE
IMAGE → PREP → MODEL → RESULTFOCUS PLANE / 01
01 / IMAGEOral-cancer histopathology · WPOI classification.

PROJECTS / EXPERIMENTS / SYSTEMS

From question
to operation.

Five projects. Each one starts with a practical question and makes its data, method and limits visible.

SELECTED PROJECTPROFITGUARD
MOHAN RAMAMURTHYPROJECT VISUAL
E-commerce analyticsPROJECT

E-commerce Profitability Intelligence

ProfitGuard

“Where is an e-commerce business losing profit?”

AWS S3GlueAthenaSQLStatisticsPower BI
VIEW CASE STUDY
SELECTED PROJECTQUESTION / RESPONSE MATCH
MOHAN RAMAMURTHYPROJECT VISUAL
NLPPROJECT

Interview Answer Evaluation

Smart Mock Interview

“Can interview answers be evaluated more consistently?”

666 question recordsLocal-first practice demoSimilarity feedback
PythonNLPSentence-BERTFlask
VIEW PROJECT

Completed practice version · no unfinished RAG or agent features represented.

SELECTED PROJECTENERGY FORECASTING
MOHAN RAMAMURTHYPROJECT VISUAL
Time seriesPROJECT

Leakage-Safe Day-Ahead Forecasting

Appliance Energy Forecasting

A day-ahead household energy study comparing statistical, machine-learning and foundation models across rolling test days.

30 rolling test days24-hour forecasts
PythonTime SeriesSARIMAXXGBoostChronos-T5SHAP
VIEW CASE STUDY
SELECTED PROJECTSCORE / DISTRIBUTION
MOHAN RAMAMURTHYPROJECT VISUAL
Data analysisPROJECT

Student Outcome Analysis

Student Performance

“What patterns are linked to student outcomes?”

1,000 student recordsHeld-out R² 0.88Regression workflow
PythonPandasscikit-learnFlask
VIEW PROJECT

HAVE A ROLE, PROJECT OR QUESTION?

Let’s make
something matter.

I’m open to early-career roles in Data Science, Machine Learning and Analytics. If my work feels relevant, I’d like to hear from you.

START A CONVERSATION

Have a role, project or question? Send me a note and I’ll get back to you.

EMAIL ME VISIT MY GITHUB EXPLORE SELECTED PROJECTS
MR/MOHAN // DATA SCIENCE · ML · AI© 2026 MOHAN RAMAMURTHY