Sahil Ganjave

Operations Associate

Navi Mumbai, Maharashtra, India3 yrs 1 mo experience
AI ML PractitionerAI Enabled

Key Highlights

  • Developed a comprehensive Employee Management System.
  • Created an End-to-End Spam Detection System with high accuracy.
  • Skilled in both Machine Learning and Web Development.
Stackforce AI infers this person is a Machine Learning and Web Development specialist in the SaaS industry.

Contact

Skills

Core Skills

Employee ManagementMachine LearningWeb Development

Other Skills

Employee Database ManagementText PreprocessingFeature ExtractionUser Feedback IntegrationProject DocumentationComputer ScienceAmazon Relational Database Service (RDS)Amazon EC2AWS Identity and Access Management (AWS IAM)Amazon S3Amazon Web Services (AWS)Community ProjectsCloud ComputingCloud AnalyticsComputer Science Education

Experience

3 yrs 1 mo
Total Experience
3 yrs 1 mo
Average Tenure
3 yrs 1 mo
Current Experience

Edunet foundation

AI: Transformative Learning

Oct 2024Dec 2024 · 2 mos · Navi Mumbai, Maharashtra, India · Remote

  • 1) Machine Learning Integration :-
  • Trained and implemented a spam classification model using scikit-learn.
  • Serialized the trained model (spam.pkl) and vectorizer (vec.pkl) for reuse.
  • 2) Web Interface Development :-
  • Built an interactive front-end using Streamlit for real-time predictions.
  • Enabled users to input raw email text and receive instant spam classification results.
  • 3) Text Preprocessing & Vectorization :-
  • Applied TF-IDF for feature extraction from email text.
  • Ensured accurate preprocessing to handle real-world variations in input data.
  • 4) User Feedback & Confidence Score :-
  • Displayed classification results along with model confidence percentage.
  • Enhanced user trust by showing prediction certainty.
  • 5) Project Documentation & Deployment Readiness :-
  • Wrote comprehensive README.md with clear setup, usage instructions, and example outputs.
  • Included requirements.txt for easy environment setup and reproducibility.
  • Major Successes:
  • Functional End-to-End Spam Detection System
  • Deployed a complete ML pipeline from training to real-time usage through a web interface.
  • Accurate Classification
  • The system correctly identifies common spam emails with high confidence (~90%) and genuine messages with low false positives.
  • User-Centric Design
  • Integrated a clean and responsive UI that simplifies spam detection for non-technical users.
  • Portable & Reusable
  • Model and vectorizer files are reusable across other Python applications or APIs.
Machine LearningWeb DevelopmentText PreprocessingFeature ExtractionUser Feedback IntegrationProject Documentation

Github

Employee Management System

May 2023Present · 3 yrs

  • Developed a comprehensive Employee Management System that allows for the eJcient management of employee records.
Employee Database ManagementEmployee Management

Education

Chhatrapati Shivaji Maharaj University, Panvel, Navi Mumbai, Maharashtra

Bachelor of Technology — Computer Science and Engineering

Karmaveer Bhaurao Patil College, Panvel, Navi Mumbai, Maharashtra

12th HSC

Jul 2022Present

Smt Radhikabai Meghe Vidyalaya

10th SSC — Army Training

Mar 2019Present

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