S

Saloni Sahal

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Bhubaneswar, Odisha, India

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Résumé

Jobs verified_user 0% verified
  • I
    Summer Research Intern
    IEEE CIS Kolkata Chapter
    Jun 2025 - Aug 2025 (3 months)
    Engineered a combined denoising + CNN pipeline for MRI tumor detection, achieving 97% accuracy and an F1-score of 0.97. Designed and trained a convolutional autoencoder, delivering a PSNR of 21.80 and SSIM of 0.773, significantly improving image quality for downstream classification. Streamlined training workflows and generated reproducible, research-grade medical imaging models for clinical experimentation.
  • Mobile Programming LLC
    Jr Data Scientist
    Mobile Programming LLC
    Jun 2024 - Jun 2025 (1 year 1 month)
    Created and deployed a customer churn prediction system with AUC 0.83, reducing manual churn analysis time by ~40%. Launched an interactive EDA dashboard and model interface using Flask; enhanced deployment efficiency by 30% through Docker and Render-level optimizations. Established reproducible ML pipelines with integrated experiment tracking, improving model iteration speed and reliability across teams.
Education verified_user 0% verified
  • University of Kalyani
    Master of Technology, Computer Science & Engineering
    University of Kalyani
    Jan 2023 - Jan 2025 (2 years 1 month)
    GPA: 8.06
  • Vidyasagar University
    Master of Science, Computer Science
    Vidyasagar University
    Jan 2021 - Jan 2023 (2 years 1 month)
    GPA: 8.40
  • R
    Bachelor of Science, Computer Science
    Raja N.L. Khan Women's college
    Jan 2018 - Jan 2021 (3 years 1 month)
    GPA: 8.27
Projects (professional or personal) verified_user 0% verified
  • A
    Anime Recommender System
    May 2025 - Jun 2025 (2 months)
    Architected an AI-driven anime recommendation engine using LangChain, Groq LLM, and RetrievalQA, boosting recommendation relevance by ~25%. Curated and refined a data preprocessing + feature engineering pipeline for 10k+ anime entries, increasing retrieval accuracy and data cleanliness. Implemented a scalable Chroma vector database with HF embeddings, enabling sub-second semantic search.
  • S
    Semantic Quote Retrieval System
    Mar 2025 - Apr 2025 (2 months)
    Implemented a RAG-powered semantic search engine (MiniLM + LLaMA) delivering high-precision author/theme-based retrieval. Configured ChromaDB for vector indexing, reducing response time to under 1 second and supporting real-time query workloads. Rolled out a user-friendly Streamlit application demonstrating advanced retrieval, ranking, and LLM reasoning capabilities.
  • T
    TradePredict: AI-Driven Stock Forecasting
    Jan 2025 - Feb 2025 (2 months)
    Developed an end-to-end forecasting and backtesting ecosystem using LSTM + XGBoost for 2,000+ stocks, improving stability by 15-20% over baseline models. Deployed an interactive Gradio app enabling real-time visualization of price trends, returns, and portfolio metrics for improved interpretability. Applied PCA, UMAP, and feature-importance analytics to enhance model explainability, leading to cleaner trading signals and reduced noise.
Publications verified_user 0% verified
  • E
    Empowering Bangla Speech Recognition System through Spectrogram Analysis and Deep Learning Approach
    Jan 2024