Rahul Sankati
@rahulsankati
AI engineer building LLM-based agent systems and backend services with LangChain, FastAPI, and scalable data pipelines.
IndiaWhat I'm looking for
I’m an AI Engineer specializing in LLM-based systems, agent orchestration, and backend integration. I build end-to-end AI applications that connect model reasoning to real tools and production-ready services, using architectures like state-machine orchestration with LLM-driven planning and deterministic execution.
In my recent work, I developed a Text-to-SQL system with LangChain and Pinecone, cutting query generation time by 60%, and built LLM-powered FastAPI backend services that reduced manual analysis effort by 50%. I also implemented semantic retrieval pipelines for relevance and latency improvements, and enhanced user experience through LLM-based summarization and automated dashboard generation (30–50% faster insight clarity).
Experience
Work history, roles, and key accomplishments
AI Developer
Actinsoft Technologies
Feb 2025 - Mar 2026 (1 year 1 month)
Developed a LangChain + Pinecone Text-to-SQL system that reduced query generation time by 60% and enabled faster decision-making on structured datasets. Built FastAPI backend services and agentic workflows that improved task completion efficiency by 40% and cut manual analysis effort by 50%.
Python Developer
Highbrow Technology
Jul 2024 - Jan 2025 (6 months)
Contributed to RLHF pipelines by evaluating LLM outputs with human feedback methods (preference ranking, quality scoring, relevance assessment) to improve alignment. Curated reward-model training/evaluation datasets and analyzed failure patterns, improving response quality by 15% and reducing irrelevant outputs by 10%.
Optimized Python/Pandas data processing pipelines, improving reporting efficiency by 40% and ensuring consistent data quality. Automated ETL and analytical workflows with Python, SQL, and NumPy—reducing manual effort by 50%, improving report accuracy by 30%, and decreasing analysis time by 35%.
Education
Degrees, certifications, and relevant coursework
SRM University
Bachelor of Technology, Electronics and Communication Engineering
2020 -
Pursued a Bachelor of Technology in Electronics and Communication Engineering with coursework in data structures, algorithms, database systems, and machine learning.
Availability
Location
IndiaAuthorized to work in
Social media
Job categories
Interested in hiring Rahul?
You can contact Rahul and 90k+ other talented remote workers on Himalayas.
Message RahulFind your dream job
Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
