Jaiswalakshit4

Jaiswalakshit4

@jaiswalakshit4

AI / Backend Systems Engineer

github.com/jaiswalakshit4•Audited Candidate
RoleNest DevScore
887
Top 2% SDE Candidates
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Reverse Talent Marketplace QualifiedDevScore > 750 Elite Pool

Verified Candidate Dossier • Recruiter Inbound Protocol

This candidate is pre-vetted via GitHub AST code telemetry, system design audits, and production incident simulations. In the Reverse Marketplace, recruiters send direct interview invitations with mandatory upfront compensation disclosure (Minimum Base Salary, Total CTC, and ESOP vesting).

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Momentum
237/250

Recent commit velocity & consistency

Architecture
231/250

Microservice depth & data modeling

Community
214/250

Open-source stars, forks & peer use

Execution
219/250

Production incidents resolved

Codebase-Verified Technical Stack

Audited from Repositories
PythonFastAPIPyTorchPostgreSQLDockerCelery
AST Proof-of-Work Verification

VECTOR EMBEDDING SEARCH PIPELINE

Python
Cyclomatic Health95/100
Test Coverage98.0%
Lines of AST: 5,017commit 477d1249
System Design Architectural Audit

Score: 90/100 (Master Architect)

VERIFIED
CAP Partition Tolerance94/100
Horizontal Sharding & Replication90/100
Idempotency & Distributed Locking92/100
Failure Isolation & Circuit Breakers91/100

Distributed transaction idempotency, multi-AZ sharding, partition tolerance with automatic fallback.

Proctored STAR Behavioral Mock Audit

Evaluated across Situation, Task, Action, and Result dimensions in technical mock environments.

87/100
Engineering Ownership92%
Technical Tradeoffs94%
Conflict Resolution86%
Mentorship & Code Hygiene88%

“High engineering ownership during production outage simulations; structured communication on technical tradeoffs.”

Verified Production Incidents Debugged

Real-world concurrency, memory leak, and database bottleneck incident simulations.

GPU OOM Memory Spike in Batch Inference
Incident Commander+50 DevScore Points
Celery Redis Worker Deadlock Under Load
Resolved+35 DevScore Points

Audited Production-Grade Projects

Proof-of-Work Repos
vector-embedding-search-pipelinePython

Sub-millisecond semantic search engine with HNSW indexing and FastAPI.

5214
resilient-llm-proxyPython

Production LLM proxy with semantic caching and automatic fallback routing.

398

Featured Engineering Dispatches & Proof-of-Work (Show RN)

Published technical architectures, code post-mortems, and engineering discussions verified on RoleNest Wire.

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Overview I built a high-throughput distributed rate-limiter in Go designed to prevent API abuse across distributed microservices. Tech...

DevScore 890/1000488

Why I built this I wanted to deeply understand how PyTorch and Micrograd calculate backpropagation gradients on a computational DAG, so I ...

DevScore 870/1000375

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