Resume
HEMANTH KUMAR M
Backend Developer | AI Developer | CSE (AI and ML) Undergraduate
PROFESSIONAL SUMMARY
Computer Science (AI and ML) undergraduate with hands-on experience in backend development, applied machine learning, and reinforcement learning. Led 5 full-stack and AI projects including multi-agent research platforms, CNN-based detection, and LLM-graded RL gyms; participated in 10+ hackathons. Proficient in Python, FastAPI, React, PostgreSQL, Docker, Git, RAG, and Agile workflows. Seeking Backend Developer and AI Developer roles.
TECHNICAL SKILLS
- Languages: Python, Java, C, Rust, JavaScript, TypeScript, Dart, SQL, HTML, CSS
- Backend and APIs: FastAPI, Node.js, REST API Design, Microservices, Pydantic, Authentication, Asynchronous Programming
- AI and ML: PyTorch, TensorFlow, scikit-learn, Hugging Face Transformers, LLMs, NLP, Deep Learning, Reinforcement Learning, CNN, XGBoost, TF-IDF, KMeans, DBSCAN, RAG, Multi-Agent Systems, Anthropic API, Ollama
- Databases: PostgreSQL, MySQL, pgvector, Vector Databases, SQL Query Optimization
- Frontend: React 19, Vite, Tailwind CSS, Flutter, Responsive Web Design
- DevOps and Tools: Git, GitHub, Docker, Linux, CUDA, CI/CD, Version Control, Agile, Unit Testing, SDLC
- Other: Data Structures, Algorithms, OOP, Problem Solving, Technical Documentation, H3 Geospatial Indexing, Digipin
PROFESSIONAL EXPERIENCE
Founder and Lead Developer — ResearchOS (Multi-Agent AI Research Platform)
Independent Project | Mysuru, India | Oct 2025 – Nov 2025 Tech: Python, FastAPI, React 19, PostgreSQL 16, pgvector, Anthropic API, Docker, Git
- Architected a 4-agent pipeline with a Confidence-Weighted Iterative Refinement loop, reducing hallucinated citations by 40% in internal evaluation.
- Engineered a hybrid retrieval system combining pgvector HNSW and BM25 ranking, improving top-5 recall by 25% over vector-only baseline, served via async FastAPI with RESTful API design.
Founder and Lead Developer — Moderation RL Gym (LLM-Graded Content Moderation)
Scalar x Meta Hackathon | Mysuru, India | Sep 2025 – Oct 2025 | Rated 8.4 / 10 Tech: JavaScript, React, Vite, Anthropic API, Git
- Designed a reinforcement learning gym where LLM graders score moderation policies across 100+ adversarial test cases, with configurable reward shaping and curriculum learning.
- Implemented reward-hacking detection and deterministic rubrics, delivering 8+ Agile iterations within a 24-hour window; rated 8.4/10 by expert panel.
Founder and Lead Developer — RAKSHAK (Accident Detection and Emergency Dispatch)
INFOTHON 6.0, VVCE | Mysuru, India | Aug 2025 – Sep 2025 Tech: Python, React, CNN Ensemble, XGBoost, Geofencing APIs
- Engineered a CNN ensemble for real-time accident detection with XGBoost severity classification to prioritize emergency response and resource allocation.
- Designed geofenced bystander activation and multilingual voice-coaching for first-aid guidance in 5 Indian languages; delivered end-to-end prototype with unit testing.
Founder and Lead Developer — Mysuru Hidden Gems (Geospatial Tourism Platform)
Independent Project | Mysuru, India | Jul 2025 – Aug 2025 Tech: Python, H3 Hexagonal Indexing, Digipin, Geospatial APIs
- Prototyped a decentralized tourism platform using H3 hex-grid indexing and Digipin for sub-neighborhood location resolution, with gamified mechanics targeting 100+ curated off-map locations.
Founder and Lead Developer — AI Resume Analyzer (Open Source)
Open Source Project | Mysuru, India | Jun 2025 – Jul 2025 | GitHub Tech: Python, scikit-learn, TF-IDF, KMeans, DBSCAN, Git
- Built a resume-to-job-description matcher using TF-IDF with KMeans and DBSCAN clustering; open-sourced with contributor documentation, attracting 8+ stars.
EDUCATION
Bachelor of Engineering, Computer Science and Engineering (AI and Machine Learning) Vidyavardhaka College of Engineering (VVCE) | Mysuru, India | Aug 2025 – May 2029 (Expected)
- Relevant coursework: Data Structures, Algorithms, Database Management Systems, Machine Learning, OOP, Computer Networks.
Class XII, Science (PCM with Computer Science) Saint Joseph’s School, CBSE Board | Mysuru, India | Apr 2023 – Mar 2025
LEADERSHIP AND ACHIEVEMENTS
- AI Lead, The Mind Mesh (VVCE, Aug 2025 – Present): lead AI workshops and project cohorts for 50+ students.
- Moderator, Nextstep Network and Aarvik (Reddit, 2025 – Present): moderate two student tech-career and innovation communities.
- Hackathons: 10+ including Scalar x Meta (rated 8.4/10), INFOTHON 6.0, and Meta OpenEnv.
- GitHub: Developer Program Member with Pull Shark, Quickdraw, Galaxy Brain, and YOLO achievements.