Tailorcv.ai
Developed an AI web application that customizes resumes to align with job descriptions, enhancing resume relevance by up to 80%.
Who Am I?
Available for work
1+ Roles
Houston
I'm Mary Smith, a passionate Frontend Engineer with a strong foundation in AI and machine learning. I specialize in developing end-to-end software solutions that leverage advanced technologies to deliver impactful results. My focus is on building intuitive applications that seamlessly integrate AI functionalities.
My Superpowers
Every creator has their toolkit. These are the technologies and tools I reach for to turn ideas into experiences.
Machine Learning & AI
Supervised Learning
Unsupervised Learning
Natural Language Processing
Computer Vision
LLM Fine Tuning
Retrieval Augmented Generation
TensorFlow
PyTorch
scikit-learn
Hugging Face
Pandas
NumPy
Langchain
Amazon Web Services (AWS)
Docker
MLflow
DVC
FastAPI
Flask
Streamlit
CI/CD
SQL
ETL Pipelines
Linux
Vector Databases
Python
C
JavaScript
HTML
CSS
Data Structures and Algorithms
Experience & Impact
A
Jan 2026-Present
Alignerr
Machine Learning Engineer
- Enhanced model prediction accuracy by 15% through comprehensive analysis of agent responses across various rubrics and state scenarios.
- Transcribed over 50 audio and video files to generate high-quality training and test datasets.
- Evaluated LLM conversations to assess the correctness of tool usage, API calls, and reasoning flow.
Things I've Built
Every project is a story of curiosity turned into code — built to function and to feel right.
Youtube Sentiment Analysis
Created a comprehensive YouTube sentiment analysis pipeline processing over 10,000 user comments, enhancing sentiment classification performance through advanced NLP preprocessing techniques.
RAG System
Developed a production-ready RAG pipeline integrating semantic vector retrieval with LLM generation to produce context-grounded responses.
Smart Product Pricing Model, Amazon ML Challenge 2025
Created an NLP and CV pipeline to analyze 150,000 image and text data using transformer-based text encoders and CNN-based image embeddings, integrating them through a fusion neural network for price prediction.
My Academic Path
Jadavpur University
Bachelor of Technology
Hariyana Vidya Mandir
High School
Achievements
Core Member
Jadavpur University Entrepreneurship Cell
Organized national-level flagship events such as E-Summit 2025 and Hult Prize 2025, achieving over 5,000 registrations and 1,000+ on-campus attendees.
Coordinator
Jadavpur University Finance Club
Led planning and execution of Finspire 2025, a national-level finance event with over 1,000 registrations and 500+ on-ground attendees, strengthening the club’s national presence.
Let's Talk
Great work starts with great conversations. Whether you want to collaborate or just say hi — I'm always open.