Hemanth Kumar G profile photo 1 on Tal

Hemanth Kumar G

Full-Stack Developer | Python, FastAPI, React.js, Node.js | RAG & LLM Integration | SDE Intern / Junior Engineer

Bengaluru

< 1 year of work experience

Ethnotech Academy
Dec 20252 mosJan 2026

Bengaluru, Karnataka, India

During my internship at Ethnotech Academy, I gained hands-on experience in full-stack development and AI-powered applications. I strengthened my foundation in: Python fundamentals Django FastAPI REST APIs HTML, CSS & JavaScript SQL I also built a Vextral AI RAG-based AI API. This internship helped me develop practical skills in building end-to-end web applications and integrating AI capabilities using modern Python frameworks.
Nov 20243 mosJan 2025

Mysuru, Karnataka, India

Completed an intensive internship focused on Python development and applied AI/ML fundamentals. Worked on data preprocessing, supervised learning workflows, and backend logic while contributing to real-world projects. Developed a Twitter Sentiment Analysis system using NLP techniques and machine learning algorithms, gaining practical exposure to model development and deployment concepts. Key contributions: ✦ Completed an intensive 3-month AI/ML-focused internship, applying Python to build a Twitter Sentiment Analysis system from raw data collection to model deployment — end-to-end. ✦ Developed a Twitter Sentiment Analysis pipeline using NLP (text preprocessing, tokenization, TF-IDF) and supervised classification models, achieving functional accuracy for real-time sentiment categorization. ✦ Contributed to a cross-functional development team building AI-powered backend solutions — gained practical exposure to model evaluation, data preprocessing pipelines, and integrating ML outputs into real applications. ✦ Worked within a structured Agile-style workflow, delivering weekly milestones on data preprocessing, model training, and results analysis — building professional habits in code quality and documentation.

Hemanth’s AI Stack

antigravity
antigravity
claude
claude
codex
codex
cursor
cursor
grok
grok
hugging face
hugging face

Education

Visvesvaraya Technological University

Master of Computer Applications, Computer Appications

Visvesvaraya Technological University

20241 yr2025
Mangalore university

Bachelor of Computer Applications, Computer Applications

Mangalore university

20203 yrs2023

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Headline

Full-Stack Developer | Python, FastAPI, React.js, Node.js | RAG & LLM Integration | SDE Intern / Junior Engineer

About

I am a Full-Stack and Backend Developer focused on Python (FastAPI, Django), JavaScript/TypeScript (React.js, Next.js, Node.js), and production LLM integrations. Recent Projects & Architecture: • Vextral AI (Document Q&A Platform): Built a multi-format document parser (PDF, DOCX, CSV) using FastAPI and Next.js. Integrated Gemini, Groq, and NVIDIA NIM with automatic fallback handling, using FastAPI worker threads to drop health-check latency to under 1ms. • Mandi Mitra (Agri-Tech Platform): Developed a responsive web portal for live mandi commodity rates and crop disease diagnostics. Implemented NodeCache for location-based weather data, reducing average API response times from 1.2s to <3ms with 94% diagnostic availability. • MindGuard AI (Wellness App): Built an async FastAPI backend using parallel inference (asyncio.gather) across Hugging Face transformer models (RoBERTa, GoEmotions), cutting response latency by 71% (down to <800ms). Core Technical Stack: - Languages: Python, JavaScript, TypeScript, SQL - Frontend: React.js, Next.js, Tailwind CSS - Backend & APIs: FastAPI, Node.js, Express.js, Django, REST - AI/ML: NLP, Hugging Face, Transformers, RAG, LLM, scikit-learn, Pandas, Machine Learning, LangChain - Databases & Tools: PostgreSQL, MongoDB, Qdrant, Docker, Git, Vercel Actively looking for full-time Software Development Engineer (SDE), Full-Stack, or Backend Developer roles in Bengaluru or Remote.

Location

Bengaluru

AI stack

antigravity

claude

codex

cursor

grok

hugging face

Work experience

Python Full Stack Intern at Ethnotech Academy, Dec 2025 - Jan 2026 · 2 mos, Bengaluru, Karnataka, India, During my internship at Ethnotech Academy, I gained hands-on experience in full-stack development and AI-powered applications. I strengthened my foundation in: Python fundamentals Django FastAPI REST APIs HTML, CSS & JavaScript SQL I also built a Vextral AI RAG-based AI API. This internship helped me develop practical skills in building end-to-end web applications and integrating AI capabilities using modern Python frameworks.

Python [AI/ML] at Dotch Endeavours Pvt Ltd, Nov 2024 - Jan 2025 · 3 mos, Mysuru, Karnataka, India, Completed an intensive internship focused on Python development and applied AI/ML fundamentals. Worked on data preprocessing, supervised learning workflows, and backend logic while contributing to real-world projects. Developed a Twitter Sentiment Analysis system using NLP techniques and machine learning algorithms, gaining practical exposure to model development and deployment concepts. Key contributions: ✦ Completed an intensive 3-month AI/ML-focused internship, applying Python to build a Twitter Sentiment Analysis system from raw data collection to model deployment — end-to-end. ✦ Developed a Twitter Sentiment Analysis pipeline using NLP (text preprocessing, tokenization, TF-IDF) and supervised classification models, achieving functional accuracy for real-time sentiment categorization. ✦ Contributed to a cross-functional development team building AI-powered backend solutions — gained practical exposure to model evaluation, data preprocessing pipelines, and integrating ML outputs into real applications. ✦ Worked within a structured Agile-style workflow, delivering weekly milestones on data preprocessing, model training, and results analysis — building professional habits in code quality and documentation.

Education

Master of Computer Applications, Computer Appications, Visvesvaraya Technological University

Bachelor of Computer Applications, Computer Applications, Mangalore university

Public links

github: https://github.com/Hemanth40

hemanth-portfolio-two-rust.vercel.app: https://hemanth-portfolio-two-rust.vercel.app/