Featured project In development
DEVELOPER TOOLING
Aevor Platform
A developer platform designed around issue-to-pull-request workflows, with a human review gate before changes are published.
GoGinPostgreSQLReactDocker
CSE SRM UNIVERSITY AP
SanjeevKumar
I build backend-first systems, contribute tested changes upstream, and explore applied audio AI. My focus is software engineering roles across campus placements and off-campus opportunities—with source code and research work available to review.
02 SELECTED WORK
Selected Work
Five source-linked projects across developer tooling, collaboration, travel, reliability, and event applications. Open the implementation to assess architecture and code—not just a screenshot.
View all projects Scroll to explorePROJECT ARCHIVE · 04 MORE BUILDS
Built, tested, shipped.
Developer collaboration
CommitHub
In developmentA GitHub-inspired collaboration platform for repositories, branches, pull requests, reviews, and merge conflicts.
ReactNode.jsMongoDBSocket.io
Travel · Full-stack
Wandera
DeployedA travel-stay listing platform for exploring places, browsing photos, and sharing reviews.
Node.jsExpressMongoDBCloudinary
Distributed systems
ConvergenceGuard
Early stageAn early microservices scaffold organized around inventory, order, and payment service boundaries.
MicroservicesInventoryOrdersPayments
E-commerce · Full-stack
NovaFest
CompletedA full-stack commerce project with a React storefront and a Node.js, Express, and MongoDB backend.
ReactTailwind CSSExpressMongoDB
There’s more in the repository.
Explore GitHub Smaller experiments, utilities, and ongoing work live alongside these featured builds.
03·RESEARCH
SemBind-Audio
Semantic-Aware Zero-Trust Audio Watermarking Framework via Transformer-Based Representation and Cryptographic Binding
A reference-based speech-watermarking study that makes embedding-location selection explicit, comparing semantic contribution and spectral suitability across the full LibriSpeech test-clean corpus.
Methodology Overview
01Audio Input16 kHz speech
HuBERTASTwav2vec 2.0BEATsAudioMAECLAP
SHA-256 binding256-bit · 3 replicas
2,620Audio samplesLibriSpeech test-clean
40Speakerstest-clean split
5.40 hrsTotal audio16 kHz speech
100%Payload successmean · 3 replicas per bit
75.37 dBMean SNRjoint method · E1
Results & Comparison
02| Method | Payload success ↑ | Mean SNR (dB) ↑ |
|---|---|---|
| Joint (Semantic + Spectral) | 100% | 75.37 |
| Semantic-only | 100% | 73.30 |
| Spectral-only | 100% | 77.16 |
| Random | 99.96% | 74.25 |
Clean-reference E1 benchmark · n = 2,620. Random placement records one payload failure (99.96% success); joint roundtrip accuracy is 100% with three replicas per bit.
Paper & Resources
03MANUSCRIPT · 2026
SemBind-Audio
IEEE Signal Processing Letters · Submitted manuscript
Key Contributions
04- 01Inspectable self-supervised placementHuBERT leave-one-out contribution map from one forward pass.
- 02Controlled placement studyFive location-selection rules compared across six target SNRs.
- 03Cryptographic payload binding256-bit SHA-256 payload with three replicas per bit.
- 04Evidence-led conclusionSpectral suitability remains the stronger operational signal in current tests.
ALSO EXPLORING
Other research experience
Nanosensor Network Communication Simulator
MATLAB-based research experience focused on nano-scale sensor-network communication, including routing and packet propagation.
MATLAB · Nano-scale sensor networks · Routing · Packet propagation
OPEN SOURCE CONTRIBUTION INDEX
Contributions, by project owner.
Choose an organization or repository owner to see the public pull requests I have opened there.
Loading the public contribution index…View all on GitHub ↗
4Total2Merged2Open
- terraform-provider-kestra/ #308Import resource listingOpen pull request details on GitHubMerged
- plugin-databricks/ #290DBFS trigger supportOpen pull request details on GitHubMerged
- plugin-microsoft-fabric/ #39Power BI dataset refresh on FabricOpen pull request details on GitHubOpen
- plugin-snyk/ #27Issue listing and pollingOpen pull request details on GitHubOpen
Public pull requests authored by @knockknock10. The index is generated during site deployment; pull requests created after the last deployment will appear on the next build.
05 EXPERIENCE & RESEARCH
The work
has a trail.
Institutional work, a summer research internship, current research questions and upstream contributions—kept distinct, with dates and claims shown only where known.
Follow the timeline. Each entry says what was done—and what still needs a verified date.
ENGINEERING LOGACTIVE THREADS
RESEARCHOPEN SOURCEENGINEERING
One thread connects them: understand the system, test the change, make the result reviewable.
THE RECORD
04 ENTRIESMilestones & active threads
- OCT 2026 · CURRENTRESEARCH DIRECTIONExploring
Causal-temporal audio knowledge graphs
Exploring temporal knowledge graphs, causal reasoning and GraphRAG for non-visual situational intelligence. This is an active research direction—not a claimed publication.
Temporal knowledge graphsCausal reasoningGraphRAG - ONGOINGUPSTREAM ENGINEERINGOngoing
Contributing inside real codebases
Source-linked work across plugin integrations, Go services, Kubernetes/network-policy testing and regression coverage. Merged and still-open work is labelled separately in the Open Source section.
KestraApache Camel KWanaku AIGo · Java · Testing - SUMMER · YEAR NOT RECORDEDRESEARCH INTERNSHIPResearch experience
Research Internship · SRM University AP
Research internship during which I continued SemBind-Audio, a semantic-aware speech-watermarking study using transformer-based audio representations, STFT-based embedding placement and SHA-256 payload binding. I also worked on a MATLAB nanosensor-network communication simulator focused on routing and packet propagation.
SemBind-AudioHuBERT / STFTSHA-256 bindingMATLAB · nanosensor networks - DATES NOT RECORDEDPROTOCOL & DIGITAL OUTREACHInstitutional experience
Protocol & Workflow Design · IRHS, SRM University AP
Worked with IRHS at SRM University AP on protocols for planned initiatives. The work connected digital outreach and marketing with operational planning: structuring repeatable workflows, documenting procedures and making the steps for future activities easier to coordinate. This is described as protocol and workflow work, not as a software-engineering job ti…
Protocol designWorkflow documentationDigital outreachOperational planning
06 SKILLS
Skills & Tools
These tools map to work I can point to: Go APIs and containerized services, React applications, PostgreSQL/MongoDB data layers, and audio-ML tooling used in SemBind-Audio. Rust is marked as exploration—not claimed proficiency.
6+Languages + SQL
BackendServices & data
CloudContainers & CI/CD
Audio AIResearch & graphs
~/ workstreamsfocus.map
const focus = {
01platform: "Go · Gin · PostgreSQL"
02services: "APIs · Auth · Data"
03workflow: "Docker · CI/CD · Review"
04goal: "Small services, clear boundaries"
}
Programming Languages
01
Web Development
02
DevOps & Cloud
03
Databases & Data
04
AI / ML & Audio
05
Tools & Platforms
06
Domains & Interests
07Full-stack developmentOpen sourceAudio AIKnowledge graphsCloud & DevOpsSystem designResearch & publicationsRoboticsProblem solvingProduct building
See applied work Currently Learning
0801Knowledge graphsNew research directionScoping02Causal reasoningConcepts & methodsExploring03GraphRAGRetrieval patternsExploring04LLM systemsSystem behaviourStudying05System designTrade-offs & boundariesPractising
No invented progress percentages—just the directions I’m working through now.
07 CODE & PROBLEM SOLVING
Code. Practice.
Improve. Repeat.
I use algorithm practice to get better at translating constraints into clear, correct implementations—then carry that discipline into the systems I build.
Data structuresAlgorithmsContest practiceSystem design
Open my LeetCode profile problem-solving / scratchpadGO · PYTHON · JAVA
Focus modeTHINK → IMPLEMENT → VERIFY
“
Discipline in practice today creates options tomorrow.
— SANJEEV KUMARPROFILE LINKS
Where I practise
Problem breakdown
All values come from the saved LeetCode profile.
404accepted problems
Easy128
32% of solved total
Medium206
51% of solved total
Hard70
17% of solved total
Profile ranking —Verify on LeetCode ↗
Practice activity
Day-level activity is shown only when it exists in the saved data.
No daily submission series in the saved snapshot
The profile summary is available, but the snapshot does not include a day-by-day calendar. This panel will fill in when the data source is refreshed.
01Arrays & hashingBuild a clean model of the input before optimizing.
02Trees & graphsReason about traversal, state and connectivity.
03Dynamic programmingDefine state, transitions and base cases explicitly.
04Complexity & edge casesCheck bounds, invariants and the real cost of a solution.
Contest history
Saved contest records · profile can change.
- Weekly Contest 521Rank 132 · Rating 1,997.1↗
- Biweekly Contest 192Rank 64 · Rating 1,898.1↗
- Weekly Contest 520Rank 198 · Rating 1,763.5↗
- Weekly Contest 493Rank 11,454 · Rating 1,627.6↗
- Weekly Contest 479Rank 3,045 · Rating 1,620↗
PRACTICE DESK
Platforms & references
One verified personal profile, alongside the public practice tools and references linked here.
LCLeetCodeMy problem-solving profileProblems, submissions and contest historyCFCodeforcesCompetitive programmingContests and implementation practiceHRHackerRankSkills practiceStructured programming exercisesNNeetCodeInterview roadmapCurated problems grouped by patternGFGGeeksforGeeksDSA practiceTopic-wise problems and explanationsHEHackerEarthProblem-solving practiceChallenges and programming contestsA2ZStriver A2ZDSA learning pathA structured progression through core topicsSDSystem Design PrimerSystems referenceArchitecture concepts and interview topics
Scroll to exploreEXTERNAL LINKS OPEN IN A NEW TAB
08 ACHIEVEMENTS & CERTIFICATIONS
Progress worth
proving.
Academic progress belongs here. Credentials open in a focused gallery when the issuer and evidence can be checked. No placeholder awards, invented competition placements, or inflated counters.
Academic recordVerifiable credentialsEvidence first
CREDENTIAL ARCHIVE
Certifications & credentials
Open any card to view a certificate full-screen. Add certificate images or PDFs to public/certificates/; the files are discovered automatically after the next build.
09 ABOUT ME
Building impact with technology.
I’m Sanjeev Kumar, a Computer Science undergraduate at SRM University AP. I’m drawn to the parts where software becomes a system: service boundaries, reliable infrastructure, data, and the trade-offs behind a feature.
Alongside building products such as Aevor, CommitHub and Wandera, I contribute to upstream repositories and explore research questions in audio watermarking and causal-temporal knowledge graphs. I try to make implementations inspectable and claims measurable.
BuilderResearch in progressOpen-source contributorSystems learner
Education
CurrentB.Tech in Computer Science and Engineering
SRM University AP · Amaravati
PROFILE / 2026SRM UNIVERSITY AP
Sanjeev KumarB.Tech Computer ScienceSRM University AP
08ABOUT
Curious by defaultAMARAVATI · INDIA
Interests beyond the editor
FIELD NOTESMY JOURNEY
From curious student to systems builder.
I learn by taking ideas apart, implementing the hard parts, reading what failed, and improving the result. Research and open source give me a way to test those ideas against evidence and real code.
What drives me
CORE PRINCIPLESUseful systemsSolve a real problem
Continuous learningUnderstand the why
Open sourceImprove work together
Evidence-led researchMeasure, then claim
“
Make the implementation inspectable. Make the claim measurable.
A working principleCurrently exploring
IN PROGRESS◇
BuildInteresting projects
▤
LearnNew technologies
⌘
ContributeTo open source
↗
GrowAs a researcher
♡
Create impactReal-world systems
10 CONTACT
Have a problem
worth solving?
A codebase that needs careful work, an engineering opportunity, or a research idea worth testing? Send me the context and what you hope to make better.
EngineeringOpen sourceResearchProject ideas
Connect with me
DIRECT CHANNELSBased inAmaravati, Andhra Pradesh, India
Local time zoneIST · UTC+05:30
START A CONVERSATION
Send a message
Give me enough detail to understand the idea.
Useful context beats a cold “hi”.
Include the project or role, the problem you’re tackling, and the next step you have in mind. It helps me respond to the substance.