ADITYAKUMAR
Machine Learning Developer crafting AI systems across computer vision, NLP, and voice workflows — from research to production.
The signal behind the noise.
I build AI systems that move from notebook prototypes to deployable, evaluated, and observable products.
AI & ML
PyTorch, OpenCV, RAG, LLM integration. Reproducible experiments and production-ready inference.
Backend & MLOps
Docker, PostgreSQL, MLflow, CI/CD. Scalable services with Kotlin/Ktor and Python.
GenAI & Agents
LangGraph, LangChain, Whisper, embeddings. Building agentic workflows that actually ship.
Tools of the trade.
Selected projects.
Shipping experiments and assistants that learn, plan, and act.
AI Clinical Workflow Assistant
Healthcare AI system converting doctor-patient audio into transcripts, structured EMR notes, summaries, and follow-up actions. Agentic flows for transcription, medical entity extraction, triage, and report generation. RAG over medical knowledge with vector search to reduce hallucinations.
Jarvis for Desktop + Browser
Multimodal AI assistant for desktop and browser automation with voice commands, memory, and task planning. App launching, browser control, screen understanding, and multi-step task execution.
Mifos Open Source Contributions
Bug fixes, feature workflows, and code quality improvements across a production-grade financial platform. Issue-driven development and code reviews.
Experience & wins.
Machine Learning Intern
2025 — Present · Bengaluru- ▸AI/ML R&D workflows for aerospace and autonomy use cases — unmanned systems & next-gen missions.
- ▸Python data pipelines for dataset prep, augmentation, evaluation.
- ▸Prototyping & benchmarking in PyTorch + OpenCV with reproducibility and experiment tracking.
Backend Intern
Oct 2024 — Dec 2024 · Remote- ▸Production Kotlin services with Ktor + Koin for AI-enabled workflows.
- ▸Auth, file handling, background job orchestration for transcription, summarization, semantic search.
- ▸Reliability via structured logging, coroutines, Docker, and CI/CD.
Open Source Contributor
Remote- ▸Bug fixes, feature workflows, and code quality on a large production-grade financial platform.
- ▸Issue-driven development & code review cycles.
Achievements
- ▸Top 10 Finalist — Inceptrix 2025 Hackathon (selected from 520+ teams).
- ▸ICPC Regionalist (2x) — qualified for regional-level contests.
Academic foundation.
RV Institute of Technology and Management
B.E., Information Science and Engineering
Let's build something intelligent.
Open to ML engineering roles, AI research collaborations, and ambitious side-projects. Reach out — I respond fast.