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Assessing your cultural and operational fit
Variable Energy Cyclotron Centre (VECC)
Frontend Developer
June 16, 2026 – Present
vc-bandwidth-benchmark
January 13, 2026 – Present
Bandwidth-aware benchmarking of video conferencing platforms under controlled network tiers, with paper figures, tables, and reproducible experiment artifacts.
View ProjectTHGnLR
September 19, 2025 – September 20, 2025
THGnLR turns messy, real-world human AV recordings into high-trust, audit-ready datasets. It guides capture, auto-cleans through layered intelligence (pose/blur/exposure, VAD/SNR, identity, lip-sync, de-dup), and exports self-describing bundles (JSON manifests, checksums, consent hooks) that run offline-first on commodity desktops.
View Projectlcnn-opt
July 30, 2025 – Present
A comprehensive study on optimizing hyperparameters for lightweight deep learning models aimed at real-time image classification on edge devices. Includes training configs, scripts, and performance benchmarks.
View Project2D-Geo-Clustering
June 2, 2025 – June 14, 2025
Unsupervised Human Facial features like Lip, Eye, Pupil and Head Movement Clustering using 2D Geometry.
View Projectthg
May 7, 2025 – Present
An exhaustive survey on Talking Head Generation — exploring state-of-the-art methods, datasets, loss functions, evaluation metrics, and empirical benchmarks. A valuable reference for researchers and practitioners in deep generative modeling, multimedia synthesis, and human-avatar interaction.
View Projectvineet
March 23, 2020 – Present
Tired of pixelated, laggy video calls? Meet VINEET — the AI-powered, bandwidth-saving hero 🦸♂️ that keeps your meetings smooth and sharp, even on flaky WiFi! With smart compression and AI magic, VINEET turns “Can you hear me?” into “Crystal clear, thanks!” 🔥 Ready to make every call a blockbuster? Let’s roll! 🎥🚀
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards research and development in AI/ML, particularly in video processing and generation. While the target role is 'Frontend Developer', many projects are heavily backend/ML focused. The 'vedicthg' project lists frontend technologies, indicating some alignment. The current role as a Frontend Developer also supports cultural fit for a frontend position. However, the overall project portfolio suggests a broader interest beyond pure frontend.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.