Building systems that scale & learn.

I am Suhrit Ghimire, a developer specializing in ML, DL, NLP, and Speech AI.

I specialize in architecting transformer models and building high-throughput data pipelines for linguistic intelligence.

Engineering Gradient

My work exists at the intersection of Linguistic Intelligence and Scalable Systems. I don't just fine-tune models; I build the infrastructure that powers them at scale.

Toolkit

PythonC++SQLPandasNumPyPyTorchTensorFlowFlutterDartNext.jsTypeScriptSupabaseCloudflare R2Scikit-learnGit

The "Why"

Code is my medium for exploring complexity. Whether it's optimizing a distributed system for millisecond latency or fine-tuning a transformer model for semantic understanding, I am driven by the challenge of making machines "think" and "act" efficiently.

Beyond the terminal, I am an active competitive programmer, constantly sharpening my algorithmic intuition. I believe that robust engineering is an art form—one that requires precision, creativity, and a deep respect for the user's experience.

Speech AI Research

Building a zero-shot spontaneous TTS framework to clone voices while preserving natural disfluencies (filled pauses, prosody). My work combines speaker-encoder architectures with self-supervised representations to capture expressive speech markers from minimal target data.

Co-Founder & Developer @ Suchak

Co-founded and developed Suchak, a civic-tech map linking complaints directly to Nepal's local elected leaders. Engineered polygon ray-casting APIs, R2 media CDNs, and Supabase database query caches.

Work & Education

Work History

Co-Founder & Developer

Suchak

Feb 2026 - Present
  • •Co-founded and architected Suchak, mapping complaints to Nepal's local elected leaders.
  • •Engineered server-side GIS ray-casting, R2 media CDNs, and Supabase caches.

Software Engineer

WIZA

Dec 2025 - Feb 2026
  • •Developed a browser plugin to automate complex visa form filling processes.
  • •Optimized field detection and auto-population logic to reduce entry time.

Software Engineering Intern

Insight Workshop

May – July 2024
  • •Built responsive UI components for the LevelUp platform using React.
  • •Designed UI prototypes in Figma and participated in team code reviews.

Academics

Delhi Technological University, New Delhi

B.Tech in Computer Science Engineering

2023 - 2027Grade: 9.51 CGPA

DAV School Kathmandu

CBSE (Grade XII)

2022Grade: 96.2%

Projects

PROJECT

Suchak – Civic Tech & Geospatial Mapping

Interactive civic-tech map linking citizen complaints directly to Nepalese local elected leaders.

Next.jsTypeScriptSupabaseCloudflare R2Framer MotionTailwind CSS
PROJECT

Transformer Architecture Implementation from Scratch

A from-scratch PyTorch implementation of the full Transformer attention encoder-decoder stack.

PyTorchNumPyMatplotlib
PROJECT

Hate Speech Classification with BERT & Attention

Fine-tuned BERT and attention-based LSTM models to classify complex social media text.

PyTorchTransformersBERTLSTMScikit-learn
PROJECT

bRial – Content Platform with Data Quality Pipeline

A Flutter content app utilizing a custom Word2Vec machine learning quality pipeline.

FlutterFirebasePythonWord2Vec

Get in Touch

Email

[email protected]

Phone

+91 9625609307
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