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Manoj RS

Open to work1 years experience

AI/ML & Software Development Engineer

Mysuru, KATarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

AI/ML & Software Development Engineer specialising in production-grade backends and agentic workflows.

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Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

52 skills
pythonjavascripttypescriptjavakotlinc++sqlreact 19next.js 15html5css3tailwind cssrechartsframer motionpwaservice workersfastapispring bootdjango rest frameworknode.jsrest api designmicroserviceswebsocketsvercel serverlessdockerdocker composeci/cdgithub actionsgitpostgresqlredissupabasemongodbsqlalchemy ormflywaydynamodbpytorchhugging facelangchainrag pipelinespgvectorllm integrationfine-tuningagentic workflowswav2vec2transformersjestmochajasmineunit testingadversarial testingswagger/openapi

Work Experience

Android Development Intern

MindMatrix

Jan 2026 - May 2026 Bengaluru
  • Designed REST API communication layer between mobile frontend and backend GenAI services; optimised request batching and caching to reduce API latency.
  • Integrated LLM-powered AI/ML features into the Android SDK enabling personalised user interactions across the product surface.
  • Participated in Agile sprint ceremonies (standups, sprint planning, retrospectives) collaborating cross-functionally with Backend, QA, Design, and Product teams.

Projects

CrustIntel — Autonomous Competitive Intelligence Platform

Next.js 15React 19
  • Cloud-native web app (React 19 + Next.js 15 App Router); server-side API routes keep all keys off the client; 6 RESTful serverless handlers (maxDuration=60) supporting long-running multi-turn agentic AI tool-use loops on Vercel.
  • Responsive dashboard: radial SVG market map, live signal feed with filtering, 7 reactive KPI cards; exponential backoff retry (HTTP 429) + three-state resilience via CustomEvent dispatch.

Ghost Coach — AI-Powered Sports Coaching Platform

Java 17ReactPostgreSQLDockerFlyway
  • Full-stack app (React + Spring Boot REST API), Docker Compose 3-container deployment; stateless JWT auth, JSR-380 validation, CORS, Apache Tika magic-byte file validation, Flyway migrations; hybrid PostgreSQL JSONB schema eliminated 5+ normalised tables, reducing queries to single-fetch operations.

RepoSage — Autonomous Multi-Agent CI/CD Pipeline

PythonFastAPINext.jsTypeScriptRedisDocker
  • 6-stage autonomous pipeline (GitHub API): audits, triages, generates fixes, validates diffs, opens draft PRs — zero human intervention; microservices architecture with FastAPI, Redis task queue, PostgreSQL, Docker, Next.js 14 SSR; partial failure tolerance via asyncio.gather(return_exceptions=True).

CollectIQ — Real-Time AI Voice Collections Dashboard

React 19TypeScriptTailwind CSSFastAPISupabase
  • Mobile-first PWA; real-time WebSocket telemetry via PostgreSQL WAL replication (sub-second latency); HMAC-SHA256 webhook validation preventing spoofed data injection.

Kannada Speech-to-Text System — Wav2Vec2 ASR

PyTorchHugging FaceWav2Vec2Python
  • Fine-tuned Wav2Vec2 transformer on ~15 GB real-world Kannada speech; achieved 0.32 WER / 0.06 CER; full data pipeline: audio preprocessing, feature extraction, metadata generation, and low-resource tokenizer design.
  • Engineered scalable preprocessing and training pipelines (PyTorch + Hugging Face) optimised for large-scale audio data; designed evaluation harness for real-world benchmarking.

Notes API — Production-Grade Secure REST API

PythonFastAPISQL AlchemyJWTBcrypt
  • 8-layer security stack (rate limiting, CORS, JWT, bcrypt, input sanitisation, SQL injection prevention, 403-not-404 enumeration defence, Swagger/OpenAPI); Repository, Middleware & Factory patterns; zero raw SQL across the codebase.

Leaderboard Standings

Leaderboard Position Pending

Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.

Assessment Highlights

Assessments Not Completed

Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.

AI Collaboration Score

AI Collaboration Score Pending

Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.

Role Compatibility Profile

Role Compatibility Analysis Pending

Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.

Achievements

Achievements Not Earned

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About Details

Professional Bio

AI/ML & Software Development Engineer specialising in production-grade backends, distributed systems, and agentic workflows. Experienced in engineering end-to-end applications from transformer fine-tuning and RAG pipelines to async FastAPI services and real-time React dashboards.

Bachelor of Engineering in Electronics and Communication in Electronics and Communication

Vidyavardhaka College of Engineering (VVCE) (2022 - 2026)

Languages: English, Hindi
Email: Locked
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