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Silwatech is backed by a team of 1000+ employees, serving clients in over 10+ industries across 9+ locations
AI-Powered Resume Optimization & Tailored Resume Creation Platform
The client is a digital-first HRTech platform provider that helps job seekers improve the quality of their resumes and align with roles in highly competitive hiring markets.
The platform serves individual professionals seeking faster, more effective ways to tailor resumes for specific job roles while navigating automated hiring systems.
Business Challenge
The challenge was to create an intelligent yet easy-to-use system that could assist candidates in producing job-aligned resumes with minimal manual effort.
Job seekers increasingly face structural and technical barriers during hiring processes:
Generic resumes failing to align with specific job descriptions
High rejection rates due to ATS keyword and formatting mismatches
Difficulty showcasing relevant projects and experience for each role
Time-intensive manual resume customization for every application
Need for flexible resume formats for agency-led and direct applications
Project Overview
SilwaTech was engaged to design and build Resumeflex, an AI-assisted resume platform offering two core capabilities:
- Optimization of existing resumes against a job description
- Creation of new, tailored resumes from minimal user input
The platform was designed to guide users through a structured workflow, analyzing job requirements, aligning skills and experience, and producing resumes optimized for both recruiters and ATS systems.
Case Study Topics
Solution Delivered
Person Re-Identification Engine
SilwaTech developed an AI engine capable of identifying individuals across multiple camera feeds:
- Deep learning models trained to extract unique visual features
- Robust matching of individuals despite changes in lighting, angle, or appearance
- High accuracy across non-overlapping camera views
Real-Time Video Analytics
- Continuous processing of live video streams
- Low-latency inference enabling near real-time identification
- Efficient handling of large video volumes using optimized pipelines
Intelligent Search & Retrieval
- Ability to search for a person of interest using reference images or video frames
- Fast retrieval of matching appearances across recorded footage
- Reduced investigation time during security incidents
Scalable & Integrated Architecture
- Modular design supporting integration with existing CCTV and VMS systems
- GPU-accelerated processing for performance at scale
- Cloud-ready deployment enabling flexible expansion
Technology Stack
- Deep learning–based computer vision models
- Python-based AI and data processing pipelines
- OpenCV for video handling and image processing
- REST APIs for system integration
- GPU acceleration for real-time inference
- Cloud and on-premise deployment support
Engagement Model
AI solution design and development delivered by a cross-functional team covering AI engineering, backend development, system integration, and performance optimization, aligned to iterative enterprise delivery practices.
Security & Compliance Focus
Given the sensitivity of surveillance environments, strong controls were embedded throughout the system.
Key focus areas included:
- Secure handling of video streams and visual data
- Controlled access to identification and search features
- System-level logging and monitoring of AI operations
- Alignment with organizational security and data governance policies
These measures ensured responsible and secure use of AI-based surveillance capabilities.
Value Delivered
- Improved accuracy in identifying and tracking individuals across camera networks
- Reduced dependency on manual video monitoring
- Faster investigations through AI-assisted search and retrieval
- Scalable surveillance operations without proportional manpower increases
- Enhanced situational awareness for security teams
Why SilwaTech
SilwaTech was selected for its ability to deliver practical AI solutions that balance automation with user control, including:
Experience applying LLMs to real-world content generation problems
Strong focus on usability and explainable AI outputs
Capability to design scalable AI-driven SaaS platforms
Secure, modular architecture aligned with responsible AI practices
Looking to Enhance Surveillance with Responsible AI Vision Systems?
SilwaTech helps security organizations deploy scalable, AI-driven video analytics
Contact Us
Contact us for any questions, support, or business inquiries.
Office
UAE (HQ)
Al Shoala Bldg, E Block, 4th Floor, Deira City Center, Dubai, UAE
INDIA
401, One World West, Nr. Ambli T-Junction 200,S P Ring Road, Bopal, Ahmedabad, Gujarat 380058, India
France
74 boulevard du, 11 novembre 1918 69100 villeurbanne
South Africa
Cube Work Space. 24 Hans Strijdom Avenue, Cap Town
United Kingdom
Kem House 160 City, Road, London, United Kingdom EC1V2NX