Open to opportunities

Madhu M

@madhum1

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MSc Data Science graduate specializing in Machine Learning, NLP, and AI.

India

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What I'm looking for

I seek an AI/ML role where I can build end-to-end models and production-ready solutions, work with modern ML frameworks and cloud infrastructure, and grow in research or applied engineering within a collaborative, impact-driven team.

I am an M.Sc. Data Science graduate with hands-on experience in machine learning, NLP, computer vision, and generative/agentic AI frameworks. I have contributed to R&D initiatives, preprocessed and fine-tuned datasets of 50K+ samples, and improved model accuracy by 12%.

I have practical experience across the ML lifecycle: data annotation (12,000+ images), model development (Detectron2, YOLO, CNNs, LSTM), and deployment-ready tooling including TensorFlow, PyTorch, and cloud platforms like AWS and Azure. I also build BI dashboards and visualizations that improved reporting accuracy by 20%.

I am a proactive communicator and educator — delivered a guest lecture on statistics — and a problem-solver who has led projects such as AGRIVOICE (voice assistant), child activity recognition, facial emotion detection, and fraud detection systems. I seek roles where I can drive impactful AI solutions and continue expanding my applied ML expertise.

Experience

Work history, roles, and key accomplishments

Current

AI Intern

Current

Convdata AI Labs

May 2025 - Present (5 months)

Researched generative and agentic AI frameworks and fine-tuned datasets (50K+ samples) improving model accuracy by 12%; contributed to confidential internal R&D initiatives and delivered project leadership and guest lectures.

Generative AI NLP LangGraph Python PyTorch R

Freelance Data Annotator

Popular Digital AI

Apr 2025 - May 2025 (1 month)

Annotated 12,000+ inspection images (bounding box, segmentation), reduced annotation errors by 15% and optimized annotation workflows.

CVAT LabelImg YOLO Detectron2 OpenCV Quality Assurance Workflow Optimization

Data Analysis Intern

Cognifyz Technologies

Apr 2025 - May 2025 (1 month)

Conducted restaurant dataset analysis, built charts and geo-plots that improved reporting accuracy by 20% and produced BI dashboards for stakeholder reporting.

Python Pandas Matplotlib SeaBorn Power BI Tableau)Geo Plotting Data Cleaning

Education

Degrees, certifications, and relevant coursework

Alliance University

Master of Science, Data Science

Grade: 7.7 / 10

Activities and societies: Guest lecture on Statistics; research on generative/agentic AI frameworks; projects in NLP, synthetic data, and AI assistants.

M.Sc. Data Science completed in June 2025 with coursework and projects in machine learning, NLP, generative AI, and data visualization.

Vivekananda Degree College

Bachelor of Science, Mathematics, Electronics, Physics

Grade: 8.43 / 10

Activities and societies: Represented college at an international jamboree; delivered projects including facial emotion detection and activity recognition.

B.Sc. in Mathematics, Electronics, and Physics completed in 2023 with projects in computer vision and data analysis.