Ishant Jog

AI engineer with a robust background in statistics and data science. Skilled in utilizing data-driven insights for strategic decision-making. Strong programming capabilities in Python and R, complemented by practical experience in machine learning and statistical analysis. Prepared to contribute analytical expertise in a dynamic data science environment.

• Blood Glucose Detection (By NonInvasive Method) - A project focused on non-invasive methods for detecting blood glucose levels. Utilized PPG signals for non-invasive blood glucose detection. Implemented deep learning models (DenseNet121 and ResNet50) to extract relevant features.
• Patient Data Matching (POC) - Matching patient data entries for accuracy to facilitate healthcare insights. Developed techniques utilizing various contextual embedding algorithms for data matching. Employed cosine-similarity calculations to achieve accurate data match.
• Order Anomaly Detection - Detecting anomalies in orders to reduce false positives in supply chain mechanisms. Analyzed supply chain data to create time series models and regression models. Addressed issues in existing systems by reassessing thresholds and rules.
• 2D To 3D Image Construction - An innovative approach to converting two-dimensional images into three-dimensional models. Converted 2D images to 3D constructs using Gaussian equations. Employed COLMAP application for processing and 3D reconstruction.
• Music Meter Prediction (M.Sc. Final Year Project) - A music rhythm prediction algorithm to identify patterns in audio files. Developed a machine learning model to predict music rhythms with 79% accuracy. Utilized libraries including Pandas, Numpy, Sklearn, and Librosa for model training.

• Data Science Masters Certification [By PW Skills]
• Microsoft Azure AI-900 Fundamentals Certification
• Artificial Intelligence (A-Z)[By Udemy]
• Python Certification By Maharashtra Knowledge Corporation (MKCL)
• Python Certification (Udemy)
• SQL & Relational Databases (By IBM)
• Introduction To Cloud (By IBM)
• Data Privacy Fundamentals (By IBM)
• Data Science Certification (By Code With Harry)
• Training & Finetuning For LLM Production (Active Loops) - Currently pursuing

• Hiring Manager At Optimum Data Analytics (Aug 2024 to Dec 2025)
  Coducted almost upto 200-250 telephonic interviews to check technical maturity and overall communication of candidate.
  Developed a Linear Regression Model by learning weights by available data in company for screening CV's / resumes of candidates.
• Cultural Committee Head At Symbiosis (Aug 2022 To May 2024)
  Conducted different events like samyukt (Diwali event at symbiosis), organized open-mic competitions for talent search. organized VIPLAV Annual event of symbiosis.
  Was actively involved with classmates and overall plannings of all the ongoing events. Additionally, started music community at symbiosis.

• Classically Trained Singer (5/7 Exams completed)
• Keyboard & Harmonium Player
• Tabla
• Ukulele
• Guitar (Currently Learning)