On Lounge since Oct 2026
Darshan Poudel @rsd-darshan Member #1,376 Developer ML Engineer, Independent
Building Lifelong Learning AI | Open to Internships & Jobs
How karma works. Everyone starts with 5. You get +1 each time another member upvotes one of your posts or comments (your own upvotes don't count), and lose it if they take the upvote back. Post what you're building, answer questions and help other members to earn more.
Achievements · 2 of 20 Plugged In ×4 Connected sources: GitHub, Hugging Face, LinkedIn, X, website. How: Connected 4 sources (GitHub, LinkedIn, X or a website) in SettingsEarned Oct 20, 2026 Plugged In ×4 Featured
Shipper Projects on your profile. How: Added 1 project to their profileEarned Oct 20, 2026 Shipper
Continual learning for LLM fine tuning, porting ARIA's fast and slow pathway gating plus targeted Fisher consolidation to Hugging Face's TRL library. pip install aria-trl
aria-trl v1: standard fine-tuning vs aria-trl, two-method comparison. ACC +0.0028, 46% less forgetting. Superseded by an EWC-baseline validated result in the main ARIA-TRL repo.
aria-trl v2 (archived snapshot): 3-way comparison including a real EWC baseline, validated on 8 seeds. Ties EWC on accuracy, cuts BWT forgetting further. Frozen at this state; see the main ARIA-TRL repo for ongoing development.
FieldSense — Research repository for field-centric agricultural ML decision support: crop/fertilizer recommendation models, heuristic intelligence engine, telemetry logging, and optional leaf disease screening.
About Building Lifelong Learning AI | Open to Internships & Jobs | Romans 8:11
IC Aug 2024 – PresentCurrent
BH Jul 2024 – PresentCurrent
A Mar 2023 – PresentCurrent
C: Feb 2023 – PresentCurrent
Imported from LinkedIn.
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huggingface
