Sidhant Gautam
Bengaluru
Summary
Highly motivated and versatile Full Stack AI Engineer with a strong foundation in modern web development (Frontend: ReactJS, JavaScript; Backend: Node.js, Python; Database: MongoDB, SQL). Successfully specialized in Generative AI and Machine Learning in 2025, focusing on Deep Learning and NLP.
Proven ability to architect and deploy end-to-end AI solutions, leveraging cutting-edge tools like LangChain, LangGraph, Vector Databases (FAISS), and the Hugging Face ecosystem for advanced RAG architectures. Experienced in Model Fine-Tuning using proprietary data (e.g., PDF documents) and developing focused web security tools, aiming to drive scalable and impactful technological solutions.
Overview
2
2
years of professional experience
Work History
AI Developer
GalaxBioTech, India
Bengaluru
01.2025 - Current
Architected advanced Retrieval-Augmented Generation pipelines using LangChain and LangGraph to ground LLMs with proprietary documents and real-time data, significantly reducing hallucinations.
- Integrated vector databases like Pinecone and ChromaDB to create efficient semantic search systems for over 8.5 million indexed documents.
- Deployed and customized models such as Ollama, Mistral, and GPT series for specific tasks including summarization and classification.
- Leveraged Hugging Face ecosystem for model experimentation and fine-tuning, achieving a 45% reduction in memory footprint for production models.
- Developed robust deep learning models using PyTorch/TensorFlow, enhancing document classification by 18% in F1-score.
- Reduced model inference latency by 60% through quantization, pruning, and NVIDIA V100 acceleration.
- Managed ML experiments across 14 projects using MLflow, ensuring reproducibility and auditability.
Full Stack Web Developer
GalaxBioTech, India
Bengaluru
03.2024 - 12.2024
- Developed responsive web applications using React and Node.js to enhance user engagement.
- Implemented RESTful APIs to optimize data exchange between front-end and back-end services.
- Collaborated with cross-functional teams to establish project requirements and timelines.
- Conducted code reviews to uphold best practices and maintain high code quality standards.
- Designed database schemas and optimized queries for efficient data retrieval and storage.
- Created web applications utilizing HTML, CSS, Bootstrap, and JavaScript.
- Resolved complex issues related to front-end, Python back-end, MongoDB databases, and server operations.
Education
Master of Technology - Information Technology
Dr. Rammanohar Lohia Avadh University
Ayodhya, Uttar Pradesh, India09-2023
Bachelor of Technology - Information Technology
Dr. Rammanohar Lohia Avadh University
Ayodhya, Uttar Pradesh, India09-2021
Skills
- Retrieval-Augmented generation
- Semantic search systems
- Model deployment
- Deep learning frameworks
- HuggingFace
- Langchain & LangGraph
- Database optimization
- API integration
- Code quality assurance
- VectorDB
- Effective communication
- FAISS
- Database structures
- Neural networks
- Natural language processing
- HTML, CSS, Bootstrap, JS, ReactJS
- NodeJs, Python
Languages
English
Intermediate (B1)
B1
Hindi
Proficient (C2)
C2
Accomplishments
Governor's Gold Medal & Commendation (M.Tech, I.T.)
Honored as the top academic performer by the Honorable Governor of Uttar Pradesh, Smt. Anandiben Patel, for securing the highest aggregate marks across the Information Technology branch in the M.Tech final year.
University Model Exhibition Award (2nd Place)
Recognized by the Vice-Chancellor with the 2nd position at the university level for developing an innovative "Smooth Braking System" project based on Arduino Uno during the B.Tech 1st-year exhibition.
Inter-Departmental Sports Competition
Secured 2nd Place as a key member of the B.Tech 3rd-year team in the annual Tug of War competition, demonstrating strong collaboration and competitive spirit.
Honored as the top academic performer by the Honorable Governor of Uttar Pradesh, Smt. Anandiben Patel, for securing the highest aggregate marks across the Information Technology branch in the M.Tech final year.
University Model Exhibition Award (2nd Place)
Recognized by the Vice-Chancellor with the 2nd position at the university level for developing an innovative "Smooth Braking System" project based on Arduino Uno during the B.Tech 1st-year exhibition.
Inter-Departmental Sports Competition
Secured 2nd Place as a key member of the B.Tech 3rd-year team in the annual Tug of War competition, demonstrating strong collaboration and competitive spirit.
Timeline
AI Developer
GalaxBioTech, India
01.2025 - Current
Full Stack Web Developer
GalaxBioTech, India
03.2024 - 12.2024
Master of Technology - Information Technology
Dr. Rammanohar Lohia Avadh University
Bachelor of Technology - Information Technology
Dr. Rammanohar Lohia Avadh University