-
Played a crucial role in designing the Raven AI System, developing sophisticated algorithms for event
recognition such as perimeter intrusions, unauthorized entries, camera tampering, license plate recognition,
and crowd dynamics, to promptly identify critical incidents and suspicious activities, thereby enhancing the
security standards.
-
Took the lead in implementing a drone intrusion service for the Defense Research and Development Organization
(DRDO) using advanced computer vision techniques and state-of-the-art models like YOLO and Vision Transformers.
-
Engineered a highly scalable Video Management System utilizing the Onvif protocol, and integrated features
such as object tracking, and face recognition, enabling centralized management of surveillance devices within
a network.
-
Leveraged advanced streaming protocols such as RTSP, RTMP, HTTP, HTTPS, and WebSocket for real-time live
streaming from cameras.
-
Qualys is the leading provider of information security and compliance cloud solutions.
-
Streamlined multi-stage CI/CD pipeline builds using Groovy scripts and contributed significantly to
enhance the existing microservices deployment pipeline and configuring Jenkins setups to improve efficiency.
-
Took the lead in setting up the deployment configuration of new microservices within policy compliance using
tools such as Ansible, Helm, Consul and Jenkins.
-
Led the development of a text summarization system, employing advanced NLP techniques with a focus on the BERT model.
-
Actively engaged in the exploration of innovative methodologies, experimentation, and analysis in NLP through research
papers and peer communication.
-
Evaluated and inspected the operational dynamics of generative models like Vector-Quantized and Convolutional VAEs.
-
Implemented a generative algorithm utilizing Convolutional VAE to enhance a dataset, with a focus on evaluating
reconstructed image quality through Structural Similarity Index (SSIM).
-
Revamped and refactored the codebase, resulting in cleaner, more readable, and significantly reduced lines of code.
-
Introduced asynchronous requests into the system to optimize resource utilization, boost hardware efficiency, and achieve
a notable 3x reduction in execution time.
-
Contributed to a non-profit transformation organization operating to empower rural and vulnerable communities worldwide,
through data-driven research and development.
-
Implemented scripts to visualize data using various Python tools like pandas, numpy, seaborn, matplotlib, etc.
-
Employed machine learning algorithms like k-means clustering and SVMs to detect outliers within the dataset,
ensuring data quality and accuracy.
-
Pioneered innovative strategies in researching and crafting website content alongside esteemed senior
colleagues, resulting in a remarkable surge of approximately 20% in website traffic.
-
Collaborated dynamically with the marketing and content team to conceptualize and produce captivating
infographics, proposals, and blog posts tailored for both B2B and B2C technology audiences.
-
Orchestrated a creative revolution, spearheading the revitalization of the mobile application through
imaginative content enhancements and comprehensive overhauls.
-
Innovatively identified and rectified deficiencies within the content development support structure,
optimizing workflow processes for enhanced efficiency.
-
Collaborated synergistically with strategic planners, business stakeholders, and fellow creatives to ideate,
conceptualize, and bring to life compelling brand narratives.
