ashish kumar

As a software development engineer, I am driven by a deep curiosity to understand complex systems and apply logical reasoning to solve challenging problems. My approach is characterized by focused concentration and a strong desire for mastery, allowing me to autonomously architect robust and pragmatic solutions. I thrive on continuously refining my expertise and tackling intricate technical challenges.

Experience

SDE I

Zeuron.ai · Dec 2025 – Present

Not yet confirmed

• Cut identity switching between side-by-side users in real-time pose tracking (MediaPipe Pose Landmarker, GPU): a single-person lock deciding identity on COCO OKS, limb ratios, and metric limb lengths from world landmarks, inside a calibrated ROI with jump rejection and EMA smoothing.
• Built Synapse Symphony's music-therapy ranker: librosa audio-feature ETL, KMeans clustering into brainwave-targeted modes, and LightGBM LambdaRank over 37 features at NDCG@10 0.87, retrained on-device every 5 completed sessions.
• Shipped TeleRehab, a Flutter + LiveKit (WebRTC) telehealth platform: therapist-side triage engine flagging active-vs-idle play, server-enforced private conversations via SFU track-subscription permissions, and a Cloud Run token server minting role- and room-scoped JWTs.
• Cut client encode load on low-end Linux: moved camera publishing from 3-layer VP8 simulcast to a single H.264 layer; added a hysteretic perf governor (2 ticks to degrade, 6 to recover) dropping camera capture to a 360p low-power profile at CPU ≥85% or game FPS <24 to protect the CV pose loop.

Software Engineer

Zeuron.ai · Dec 2025 – Present

Not yet confirmed

Cloud Security Research Intern

CloudDefense.AI · Mar 2024 – Jun 2024

Not yet confirmed

• • Created APIs for automating VM, image, and snapshot management, streamlining cloud infrastructure operations.
• • Integrated Grype and Semgrep for thorough vulnerability scans on GCP and AWS VMs, bolstering security posture.
• • Tech-stack: AWS, Google cloud, Golang

C

Cloud Security Research Intern

CloudDefense.ai · Mar 2024 – May 2024

Not yet confirmed

• Automated VM, image, and snapshot lifecycle management across GCP and AWS behind Go APIs.
• Surfaced container CVEs and static-analysis findings on GCP/AWS VMs by wiring Grype and Semgrep (SAST) into the scan pipeline.

A

Software Developer Intern

Asvatthi · Dec 2023 – Feb 2024

Not yet confirmed

• Shipped a Rust import-analysis service inferring object types across source files and third-party packages via grammar-based parsing.
• Parallelised parsing across workers with a Redis Streams consumer-group queue distributing jobs asynchronously.
• Covered every valid syntax form of core C++ constructs classes (incl. inheritance), structs, members, functions, access modifiers across 3 parser iterations built on per-construct FSA matchers in Rust.

U

Summer Research Intern

University of Tennessee, Knoxville · May 2022 – Jul 2022

Not yet confirmed

• Ontology of OSS licenses —Prof.
• Audris Mockus
• • Used similarity/clustering/embedding comparison to identify a promising way to calculate the distance between the license.
• • Validated resulting clusters by random sampling and manual inspection of licenses in these clusters
• • Determined the cluster of OSS licenses by finding the closest SPDX type.

U

Summer Research Intern | Ontology Of Open Source Licences

University of Tennessee · May 2022 – Jul 2022

Not yet confirmed

• Classified 4M+ open-source licenses against the 1,862 official SPDX set winnowing-signature LSH scored by IoU, plus TF-IDF/LSA embeddings with Jaccard/overlap/cosine similarity - clustering tuned by silhouette score and evaluated with Rand index, lumping and splitting; recovered license keys the ScanCode detector missed.

What drives their work

The Architect

Understands the underlying structure before constructing solutions.

ashish's superpower

Systematically deconstructs complex technical challenges to build robust, well-understood solutions.

How ashish works

You excel in roles that require deep technical understanding, systematic problem-solving, and the ability to lead and guide a team through complex engineering challenges.