MANASA LAL

MANASA LAL

AIML Engineer
India
Tamil, Malayalam, French, Hindi, English

About Me

Entry-level Machine Learning Engineer / Python Developer with a strong foundation in ML algorithms, model building, data preprocessing, feature engineering, and model evaluation. Skilled in Python, ML pipelines, and prob…

Experience

Web Developer Intern

CDAC Tidel Park
Dec 2024 - Jan 2025 · 1 month

Worked with senior developers to debug, test, and deploy web components.

Software Developer Intern

SkillCraft Technology
Dec 2024 - Jan 2025 · 1 month

Built reusable, modular JS components, reducing frontend load time by 15%.

Graphic Designer Intern

ADM Foundation
Dec 2024 - Jan 2025 · 1 month

Designed digital creatives, improving engagement by 30%.
Awarded Best Intern for performance and quality output.

Software Developer Intern

SkillCraft Technology
Dec 2024 - Jan 2025 · 1 month

Built reusable, modular JS components, reducing frontend load time by 15%.

Web Developer Intern

CDAC Tidel Park
Dec 2024 - Jan 2025 · 1 month

Worked with senior developers to debug, test, and deploy web components.

Graphic Designer Intern

ADM Foundation
Dec 2024 - Jan 2025 · 1 month

Designed digital creatives, improving engagement by 30%., Awarded Best Intern for performance and quality output.

PROJECTS

Voiceprint Biometric Authentication Under Stress

Duration : 17-Jun-2025 - 11-Aug-2025

Developed ML-based speaker authentication system resilient to stress-induced vocal variation. • Extracted MFCC, spectral features, chroma vectors for robust classification. • Trained multiple classifiers (SVM, Random Forest, Logistic Regression) and achieved high speaker-specific accuracy.• Implemented noise-handling, normalisation, and feature scaling for reliable inferencing. • Built complete ML pipeline: preprocessing → feature extraction → model training → evaluation

Skills

C++ Language (C++) Cascading Style Sheets (CSS) Java MySQL Python GitHub JavaScript NumPy OpenCV Amazon Web Services (AWS) Scikit-Learn Pandas Librosa NLP Basics HTML Tailwind CSS FastAPI Firebase Git Feature Engineering Model Training Evaluation Metrics EDA MFCC Speech Processing Machine Learning SVM Random Forest Logistic Regression Noise Handling Normalization Feature Scaling Outlier Removal Correlation Analysis Feature Selection Decision Tree ROC-AUC Confusion Matrix Agile
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