Ayush Khandelwal
AI Engineer
Bengaluru
Summary
Passionate AI Engineer with 2.5 years of experience in NLP, Causal Inference, and Scalable AI Systems. Proficient in Python, FastAPI, PostgreSQL, and AWS (Bedrock, Lambda), I specialize in designing and deploying LLM-powered solutions, optimizing AI-driven applications, and enhancing database interactions with natural language interfaces. Skilled in building secure APIs, fine-tuning LLMs, and implementing AI pipelines, I thrive in fast-paced environments, driving innovation in AI and data-driven decision-making.
Overview
2
2
years of professional experience
4
4
years of post-secondary education
Work History
Software Engineer
Apollo Intelligence
Bangalore
06.2024 - Current
- Spearheaded Database Copilot, enabling users to generate SQL queries in natural language using Llama 3.1, optimizing response accuracy and efficiency.
- Integrated LLM Executor & Output Handler with PandasAI SmartDataFrame, ensuring seamless database query processing.
- Debugged and enhanced Survey Copilot & kb_executor, implementing stability and performance improvements.
- Designed prompt engineering strategies for improved LLM responses, optimizing knowledge base retrieval.
- Proactively collaborated to resolve blockers and refine AI-driven database interaction features.
Software Engineer
Datma
Bangalore
10.2022 - 03.2024
- Led causal inference research, computing ATE & ATT scores for medical datasets using DoWhy.
- Pioneered LLM-powered DAG generation, leveraging LangChain for causal discovery innovations.
- Built a secure API for "langmed," integrating FastAuth & OIDC to ensure data protection.
- Explored causal discovery libraries (CausalNex, GCastle, CausalLearn) and deployed solutions in ShowWhy.
- Mentored interns on ML workflows, DAGs, and causal inference methodologies.
Education
Bachelor of Technology - Computer Engineering
Bharati Vidyapeeth University Pune
Pune 07.2015 - 07.2019
Skills
LLMs & NLP: LangChain, Hugging Face, OpenAI API, Llama
Backend Development: FastAPI, Docker, PostgreSQL, SQLAlchemy
Cloud & DevOps: AWS, Vector Databases, Lambda
Machine Learning: scikit-learn,Deep Learning,Supervised and Unsupervised learning
Timeline
Software Engineer
Apollo Intelligence
06.2024 - Current
Software Engineer
Datma
10.2022 - 03.2024
Bachelor of Technology - Computer Engineering
Bharati Vidyapeeth University Pune
07.2015 - 07.2019
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