Preetham H S profile photo 1 on Tal

Preetham H S

AI/ML Engineering Student | NLP • RAG • LLM Systems | Python | BNM IT • CGPA 9.0 | Open to Internships

Greater Bengaluru Area

< 1 year of work experience

Flying Stocks Technologies (www.flyingstockstechnologies.com)
Mar 20262 mosApr 2026

Bengaluru

- Fine-tuned transformer-based models (BERT-style) for text summarization and sentiment analysis tasks, achieving approximately 85% accuracy through systematic hyperparameter tuning and evaluation. - Built end-to-end NLP pipelines covering data cleaning, tokenization, feature engineering, model training, and performance benchmarking on real-world datasets. - Implemented attention mechanisms and sequence model architectures; gained hands-on experience with deep learning frameworks on production NLP workflows.
Capabl India
Jun 20251 moJun 2025

- Learned and applied Agentic AI concepts to build AI-driven application workflows integrating backend logic with modern web frontends. - Designed and consumed REST APIs with MySQL and MongoDB backends; strengthened understanding of scalable system design and database integration.

Preetham’s AI Stack

gemini
gemini
hugging face
hugging face
langchain
langchain
ollama
ollama

Education

BNM Institute of Technology

Bachelor of Engineering - BE, Artificial Intelligence

BNM Institute of Technology

20234 yrs2027

Pre University Course, PCMC

Masters pu college

20212 yrs2023

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Preetham H S on Tal

Headline

AI/ML Engineering Student | NLP • RAG • LLM Systems | Python | BNM IT • CGPA 9.0 | Open to Internships

About

I'm a 3rd-year AI/ML Engineering student at BNM Institute of Technology, Bengaluru (CGPA 9.0), with hands-on experience building intelligent systems across NLP, LLMs, and full-stack AI applications. What I've built: — AI Village Health Companion: voice-enabled, multilingual (English/Hindi/Kannada) AI assistant using LLaMA3 + Ollama + Streamlit for rural health guidance — RAG ChatBot: retrieval-augmented generation system with LangChain, FAISS, and document embeddings — Mental Wellness Platform: full-stack MERN app with role-based dashboards and JWT auth — Real-Time Gaze Estimation: OpenCV + MediaPipe eye-tracking system Experience: NLP intern at Flying Stock Technologies (transformer models, 85% accuracy), Agentic AI intern at Capabl Learning. Runner-up at GENX Gen AI Hackathon. Participant at SIH, BITS Pilani Hackathon, SAP Hackfest. Currently seeking AI/ML internship opportunities. Feel free to reach out — preetham.achar30@gmail.com

Location

Greater Bengaluru Area

AI stack

gemini

hugging face

langchain

ollama

Work experience

Software Engineer Intern at Flying Stocks Technologies (www.flyingstockstechnologies.com), Mar 2026 - Apr 2026 · 2 mos, Bengaluru, - Fine-tuned transformer-based models (BERT-style) for text summarization and sentiment analysis tasks, achieving approximately 85% accuracy through systematic hyperparameter tuning and evaluation. - Built end-to-end NLP pipelines covering data cleaning, tokenization, feature engineering, model training, and performance benchmarking on real-world datasets. - Implemented attention mechanisms and sequence model architectures; gained hands-on experience with deep learning frameworks on production NLP workflows.

AI & MERN Stack Intern at Capabl India, Jun 2025 - Jun 2025 · 1 mo, - Learned and applied Agentic AI concepts to build AI-driven application workflows integrating backend logic with modern web frontends. - Designed and consumed REST APIs with MySQL and MongoDB backends; strengthened understanding of scalable system design and database integration.

Education

Bachelor of Engineering - BE, Artificial Intelligence, BNM Institute of Technology

Pre University Course, PCMC, Masters pu college

Preetham H S - Software Engineer Intern in Greater Bengaluru Area | Tal