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P Shirisha

AI/ML Engineer • Bangalore, Karnataka • s***********@gmail.com • +91*******599 • linkedin.com/••••• • drivetube.ai/•••••

Professional Summary

AI/ML Engineer with 0 years of professional experience and strong academic and project background in machine learning and computer vision. Experienced building end-to-end ML solutions using Python, TensorFlow, and Scikit-learn across two capstone projects: a fuel-consumption predictive pipeline and a multi-disease chest X-ray classifier. Skilled in data ingestion and cleaning (SQL, Pandas, NumPy), model development (CNN, transfer learning), evaluation (AUC, RMSE), and reproducible engineering using Git/GitHub. Applied OpenCV for image preprocessing and Matplotlib for model visualization to translate technical results into actionable insights for stakeholders. Seeking an entry-level AI/ML engineering role where I can apply my model-building, data-processing, and prototype delivery skills to production-focused ML problems.

Technical Skills

Programming Language: Python,SQL
Version Control & Development Tools: Git,GitHub
Data Analysis & Visualization: Pandas,NumPy,Matplotlib
Machine Learning & AI: Convolutional Neural Networks
AI/ML Frameworks & Libraries: TensorFlow,scikit-learn,OpenCV

Work Experience

Nxtsync Private Limited
Hyderabad, Telangana
Business Development Associate
Worked at a recruitment and staffing services firm supporting candidate sourcing, client requirement gathering, and business development activities.
  • Generated and qualified candidate and client leads through targeted sourcing and outreach to maintain a live pipeline of potential placements.
  • Conducted detailed requirement-gathering sessions with clients to convert hiring needs into precise job specifications and candidate profiles.
  • Designed a standardized candidate-screening checklist and interview brief to improve consistency of shortlists and reduce time to shortlist.
  • Maintained and updated the candidate pipeline and client interactions in the CRM to enable accurate tracking and follow-up.
  • Partnered with recruiting, operations, and hiring managers to coordinate interviews, feedback loops, and offer processes.
  • Prepared and analyzed sourcing channel reports to identify high-yield pipelines and refine outreach strategies for client requirements.

Projects

Predictive Analytics for Fuel Consumption Optimization
Tools Used: SQL, Python, Pandas, NumPy, Scikit-learn, Matplotlib, Git, GitHub
  • Queried and aggregated raw telematics and operational records from SQL sources to construct training and validation datasets.
  • Processed and cleaned datasets in Python using Pandas and NumPy, applying feature engineering and outlier handling to improve input quality.
  • Trained and tuned Scikit-learn regression models to predict fuel consumption and selected the best model using cross-validation.
  • Visualized model predictions and residuals with Matplotlib to communicate model performance and guide feature refinements.
  • Published code, preprocessing notebooks, and model artifacts to GitHub with clear documentation to ensure reproducibility.
AI-Driven Multi-Disease Detection and Severity Analysis from Chest X-Ray Images
Tools Used: OpenCV, TensorFlow, Convolutional Neural Networks, Git, GitHub
  • Preprocessed chest X-ray images using OpenCV and designed augmentation pipelines to increase dataset diversity and training robustness.
  • Architected and trained convolutional neural networks in TensorFlow to classify multiple thoracic diseases from X-ray scans.
  • Implemented transfer learning with pretrained backbones and fine-tuning to improve performance on limited labeled data.
  • Evaluated models using AUC and confusion matrices and derived a severity scoring heuristic to assist clinical triage decisions.
  • Tracked experiments and version-controlled model code and weights on GitHub to maintain reproducible training runs.

Education

City Engineering College, Bangalore
Master of Computer Applications (AI & ML) • Bangalore, Karnataka • 2024 – 2026
Gulbarga University
Bachelor of Science (B.Sc.) • Gulbarga, Karnataka • 2020 – 2023

Certifications

Neural Networks for Computer Vision and Natural Language Processing — NPTEL (IIT Guwahati)
Python Programming & SQL Fundamentals

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