Samiksha Tripathy's Portfolio

Portrait of Samiksha Tripathy

I’m Samiksha Tripathy,
a Machine Learning
Engineer.

I’m a Computer Science & Engineering student at SRM University of Science and Technology, specializing in Artificial Intelligence and Machine Learning, looking to lower the barrier of entry to intelligent technology for all. I am primarily interested in machine learning model design, deep learning system optimization, and applied AI for real world problem solving.

LinkedIn Projects Resume

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A keel-billed toucan overlaid with a neural network graph, representing the EchoFeather bird species identification project

EchoFeather.

Identifying a bird when you can hear it, see it, or both.

Chart comparing hit rate vs cache size for LRU, LFU, and ML-based eviction policies

When simple works better.

Does a smarter cache policy justify the extra complexity?

Live result screen from the trained Random Forest model estimating transfusion risk, showing a 68% elevated risk gauge

Can we trust the prediction?

What data leakage taught me about trusting a prediction.

AgriOptima AI, a rule-based crop recommendation backend

AgriOptima AI.

Our SIH 2026 project: making the journey from farm to buyer easier to follow.

Task Receipts, a retro receipt-printer styled session and task tracker

Task Receipts.

Turning completed work into a receipt worth keeping.

Anime Recommender, a full-stack recommendation platform using AniList and MyAnimeList APIs

Anime Recommender.

Helping viewers narrow down what to watch next.