|
Data Science postgraduate with a background in Electronics & Communication Engineering. I turn raw data into actionable insights using Python, SQL, Machine Learning & Visualization tools.
About Me
I'm Murali Manohara, a Data Science postgraduate at Great Lakes Institute of Management, with a background in Electronics & Communication Engineering. I specialize in transforming raw data into meaningful insights that drive business decisions.
With hands-on experience in Python, SQL, Excel, and data visualization tools, I have worked on analyzing large datasets, building predictive models, and developing dashboards to uncover patterns and optimize performance. My professional experience as an Associate Consultant has strengthened my ability to work with real-world data, understand business requirements, and deliver data-driven solutions.
I bring a unique combination of analytical thinking and client-facing experience, allowing me to not only analyze data but also communicate insights clearly to stakeholders.
I am passionate about solving real-world problems using data and continuously improving my skills to build scalable and impactful solutions.
I am actively seeking opportunities in Data Analyst, Business Analyst, or Data Science roles where I can contribute to data-driven decision making and business growth.
What I Work With
My Journey
Work Experience
April 2026 – June 2026
Artificial Intelligence & Machine Learning Intern
Codtech IT Solutions Pvt. Ltd · Bengaluru, India
Developed 4 end-to-end AI projects: Text Summarization (NLP), Speech Recognition, Neural Style Transfer, and Generative Text Generation using Python and ML. Implemented Deep Learning and Computer Vision solutions using TensorFlow, OpenCV, and Scikit-learn.
July 2023 – June 2025
Associate Consultant
Great Learning · Bengaluru, India
Cleaned & analyzed customer data from CRM, managing 500+ client records. Improved outreach efficiency by 8–10% via prospect segmentation. Increased lead-to-enrollment conversion by 6–8% using Excel-based funnel reporting. Conducted 25–30 analytical client interactions per week.
July 2022 – August 2022
Data Science Intern
Zephyr Technologies & Solutions · Mangaluru
Developed a Face Mask Detection system using Python & Scikit-learn (2000+ images). Automated data preprocessing & visualization, reducing manual reporting by 30%. Built compliance metrics reports and collaborated with a 3-member team.
Education
2025 – 2026
PG Program — Data Science & Generative AI
Great Lakes Institute of Management · Bangalore, Karnataka
Completed an industry-focused PG program covering Data Science, Machine Learning, SQL, Business Intelligence, and Generative AI with hands-on project experience.
2019 – 2023
B.E. — Electronics & Communication Engineering
NMAM Institute of Technology, Nitte · Karnataka
Graduated with a strong foundation in engineering principles, programming, and electronics. Developed analytical and problem-solving skills that now fuel data science work.
What I've Built
Great Lakes · Oct 2025 – Apr 2026
Diagnosed inefficiencies in India Post's postal infrastructure. Processed 1.6L+ records, engineered features (BO/PO ratios), and built ML models to predict district delivery rates. Deployed a Streamlit-based AI application powered by Groq Llama 3.3 70B that generates actionable recommendations to improve postal delivery efficiency.
Personal Project
An AI-powered platform that generates Buy, Hold, and Sell trading signals by combining XGBoost, LightGBM, and LSTM models through a stacking ensemble. Captures both short-term market signals and long-term sequential patterns using technical indicators (RSI, MACD, Bollinger Bands, ATR), with predictions served via a FastAPI backend and interactive dashboard.
Great Lakes
End-to-end analytics solution to track churn, revenue trends, and user behavior. Generated 677K+ rows of synthetic data in Python, stored in MySQL (5 tables), and built advanced SQL queries for KPI analysis, cohort analysis, RFM segmentation, and anomaly detection.
Personal Project
Ball-by-ball IPL win probability predictor trained on 1169 matches. Built using XGBoost for high-accuracy real-time prediction with Python and visualized using Tableau dashboards.
Personal Project
A web-based Streamlit app where users upload images of building structures and get defect analysis powered by Gemini's multimodal AI model. Useful for infrastructure safety monitoring.
Personal Project
AI-powered resume analyzer that evaluates resumes against a given job description and designation using Gemini. Provides detailed feedback and improvement suggestions to candidates.
Personal Project
Implemented a Retrieval Augmented Generation (RAG) pipeline enhancing LLM capabilities with real-time information retrieval. Instead of relying on pre-trained knowledge alone, the system retrieves and grounds responses in current context.
Open Source
AI-powered Streamlit App to train ML models on uploaded data, predict unseen inputs, and generate improvement suggestions using Gemini AI.
Ball-by-ball IPL win probability predictor using XGBoost trained on 1169 matches. Full Python + Tableau solution.
End-to-end SaaS churn analytics project: Python data generation, MySQL storage, advanced SQL KPI & cohort analysis.
Streamlit web app for building defect analysis using Gemini's multimodal vision model for safety monitoring.
AI resume analyzer that scores your CV against a job description and gives actionable feedback using Gemini AI.
Retrieval Augmented Generation (RAG) demo — combines LLM text generation with real-time document retrieval.
Credentials
View Certificate ↗
Great Lakes Institute of Management
April 2026
View Certificate ↗
Codtech IT Solutions Pvt. Ltd
April – May 2026
View Certificate ↗
Zephyr Technologies and Solutions Pvt Ltd
August 2022
View Certificate ↗
Tata · Forage
June 2026
View Certificate ↗
Great Learning
2026
View Certificate ↗
Udemy
May 2026
View Certificate ↗
Great Learning
2026
Completed
Rinex Technology
Jan – Mar 2022
View Certificate ↗
HackerRank
June 2026
Let's Talk
muralimanohara661@gmail.com
in/muralimanohara661
GitHub
github.com/Murali-Manohara
Location
Bengaluru, Karnataka, India
I'm actively looking for full-time roles in Data Analytics and Data Science. If you have an exciting role or a project to collaborate on, let's connect!