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SIDRAM HIPPARAGI

@sidramhipparagi

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Deep learning engineer specializing in vision models and AI-driven product systems.

India

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What I'm looking for

I seek hands-on ML/AI roles building and deploying vision and LLM-enabled systems with cross-functional teams, emphasizing measurable product impact and scalable deployment on cloud platforms.

I am a deep learning engineer with hands-on experience fine-tuning vision transformers, building LLM-enabled search systems, and delivering AI-driven product recommendations for web platforms. I have led end-to-end ML projects from data collection and preprocessing to deployment on AWS, achieving strong performance metrics such as 89% accuracy and 0.93 F1 in production-style settings.

I combine practical ML/DL skills (PyTorch, Hugging Face, LangChain) with full-stack implementation experience (TypeScript, React) to create user-focused AI solutions that improve search relevance and reduce latency. I also have leadership experience organizing industry-focused events and coordinating cross-functional teams to bridge students with founders and mentors.

Experience

Work history, roles, and key accomplishments

ML Engineer (Independent Project)

Independent

Sep 2025 - Oct 2025 (1 month)

Built a local document search engine using all-mpnet-base-v2 embeddings and integrated an open-source 20B LLM via LangChain to enable context-aware query chains across multi-format documents.

Sentence Transformers Lang Chain Embeddings PDF CSV DOCX Ingestion Vector Search

Deep Learning Intern

Kodo Feeds Pvt. Ltd.

Apr 2025 - Sep 2025 (5 months)

Collected and cleaned 5k+ labeled chick images and fine-tuned a Swin-Base vision transformer, achieving 89% accuracy and 0.93 F1 to improve poultry disease detection reliability.

PyTorch Hugging Face Vision Transformer Data Cleaning Grad CAM Model Fine Tuning

AI Developer

Daivam Flowers

May 2024 - Aug 2024 (3 months)

Designed an AI-assisted product recommendation system with a React + TypeScript frontend and CDN caching, reducing load time by 40% and delivering real-time personalized recommendations.

Recommender Systems React TypeScript Caching RESTful APIs Data Pipelines Performance Optimization Frontend Engineering

ML Engineer

Arihant Foods

Feb 2024 - Apr 2024 (2 months)

Developed and deployed an e-commerce intelligence web interface on AWS EC2 with ML-based search ranking, improving search relevance by 25% and reducing inference latency by 30%.

AWS EC2 Data Pipelines Web Interface