Contact person: Business Client

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Location: ANANTHAPUR, India

Budget: Recommended by industry experts

Time to start: As soon as possible

Project description:
"I already have a working desktop application written in Python that serves as an AI surgical assistant, but its current build still feels like a rough prototype. Within a budget capped at ₹5,000, I need someone to polish what is there and leave it running—and looking—like a finished product. Impress me on this one and I’ll gladly channel more projects your way.

What I need fixed or upgraded revolves around three clear areas:

• UI/UX refinement
– Streamline the overall layout and navigation so users can reach any tool or report in just a click or two.
– Re-work the interactive elements (buttons, dialogs, status prompts) so they feel responsive and professional rather than placeholders.

• Performance tuning
– Noticeably faster processing of each request, especially under live-demo loads.
– Smoother operation end-to-end; no visible lag, screen freezes, or jerky transitions.

• Bug resolution
– Eliminate the known glitches that occasionally crash the app or return incomplete analyses.
– Stabilize error handling so unexpected inputs never break the workflow.

I’ll provide the full source code, sample datasets, and notes on the pain points I’ve observed. The final hand-off should include the updated codebase, a concise change log, and any environment instructions needed to reproduce the build.

If you can elevate both look and performance inside the set budget, I’ll be ready to move you straight onto the next stage of this project line.


AI Surgical Assistant – Issue Log, Requirements & Improvement Plan
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1. Old Complaints, Complications & Proposed Solutions
Issue / Complaint Complication / Impact Proposed Solution / Action
Video playback is running slow Causes delays during surgical simulations and training sessions. Optimize video processing, implement adaptive streaming, and compress large video files for faster performance.
Voice narration missing (female voice with natural tone) Reduces user engagement and decreases the natural learning experience. Integrate an AI-generated female voice with a human-like tone using TTS engines (e.g., Azure or CereVoice).
User profile not working Users cannot save personal or session data, resulting in incomplete analytics. Debug and fix the backend user authentication module and ensure proper database synchronization.
Weight not included Leads to inaccurate risk predictions and incorrect dosage calculations. Add a dedicated Weight field in both input forms and final reports.
Overall statistics not working System fails to show case summaries and performance insights. Repair and reconnect the statistics database to restore dashboard functionality.
Doctor/Hospital profile not functional Doctors unable to create, edit, or link hospital affiliations. Debug and stabilize the profile linking API, ensuring edit and view capabilities.
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2. New Functional Requirements
Feature Requirement Expected Functionality Complication if Missing Proposed Solution / Implementation
Download Risk Analysis File Before Case Start Allows users to download the AI-generated risk analysis report prior to surgery. Surgery may begin without prior documentation. Add a “Download Report” button after the risk analysis step.
Schedule from Calendar with Time Selection Enables selecting date and time through a calendar interface. Manual entry may cause scheduling errors or overlaps. Integrate a calendar and time-picker UI component.
Auto-Generated Estimated Time AI predicts estimated surgery duration based on data. Unplanned workflow and time mismanagement. Implement AI-based auto-estimation using case type, history, and complexity.
CT/X-ray File Upload (JPEG/PNG/PDF) Allows uploading of multiple diagnostic images. Limits diagnostic inputs and visual data. Enable multi-file upload with delete option for user control.
No File Uploaded Message Displays a message: “No file uploaded.” Users may assume report is incomplete. Add conditional logic in the report generator to display this notice.
Unreadable File Warning Displays “Unable to read the document.” Misinterpretation of unclear data files. Add AI-based file clarity detection to identify unreadable documents.
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3. Final Report Requirements
The final generated report should follow a modern, clean, and professional format with the following structured sections:
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A. Patient Information
• Patient Name
• Age, Sex, Weight
• Allergies (displayed clearly and distinctly in the report)
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B. Diagnostic Findings
• AI-generated CT/X-ray report analysis
• Summary of findings such as abnormalities, inflammations, blockages, or lesions
• If no file uploaded: display “No diagnostic files provided.”
• If file unreadable: display “Unable to read the document.”
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C. Risk Analysis
• Risk Level: Low / Moderate / High
• Justification: Based on clinical indicators and AI interpretation
• Risk Score of Difficulty: Numerical or percentage value
• Clear segmentation for visual risk rating (e.g., color-coded bar or graph)
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D. System Confidence Level
• Indicates AI’s confidence percentage in diagnostic interpretation (e.g., Confidence: 92%)
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E. Doctor’s Comments
• The report should include a summary of doctor’s observations and remarks.
• If no comments are provided, automatically display:
“No doctor comments available.”
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F. Postoperative Complications (Auto-Detected or Suggested)
Possible Complication Preventive Measure / Recommended Solution
Infection or inflammation Follow antibiotic protocol; verify sterilization standards.
Excessive bleeding Conduct preoperative clotting tests; ensure blood availability.
Nerve damage risk Display proximity alert through 3D nerve mapping.
Oxygen desaturation Activate intraoperative SpO₂ monitoring checklist.
Post-surgical pain Provide analgesic recommendations and observation guidelines.
Equipment malfunction Verify equipment calibration and functionality before surgery.
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G. Summary Section
• Consolidated findings and interpretations
• Postoperative medication recommendations
• Observation and rehabilitation guidelines
• Final summary should be auto-generated based on:
o AI risk analysis
o Doctor’s comments
o Diagnostic data and uploaded reports
The final summary should present an overall case outlook — combining system analysis, doctor evaluation, and potential postoperative outcomes in a visually impressive, modern report layout (using structured tables, icons, and color codes).
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✅ Key Note:
The report must maintain a modern, impressive, and readable design, ensuring:
• Clear visual hierarchy
• Interactive charts for confidence and risk levels
• Easy navigation between sections
• Printable and shareable in PDF format" (client-provided description)