Aagaman Bhattarai
@aagamanbhattarai
I build AI-driven products that turn data and ML into practical solutions improving everyday life.
What I'm looking for
I’m an Machine Learning Engineer with two years of experience building production-focused LLM applications, retrieval systems, conversational analytics, and AI-powered backend services. My work includes multilingual RAG pipelines, text-to-SQL analytics, agentic workflows, vector search, model evaluation, and scalable APIs using Python, FastAPI, PostgreSQL, Solr, Qdrant, and modern LLM frameworks. I enjoy turning ambiguous business problems and messy data into practical, reliable systems for search, automation, reporting, and decision-making. I’m particularly interested in AI infrastructure, financial technology, healthcare research, and workflow-driven AI products, and I’m looking for opportunities where I can take ownership, work closely with product and engineering teams, and continue growing into an engineer who can design and ship complete AI systems.
Experience
Work history, roles, and key accomplishments
AI/ML Engineer
Wiseyak Solutions
Nov 2025 - Oct 2026 (11 months)
Developed a two-way AI voice call system where users can ask questions over a call and receive human-like spoken responses generated from retrieved business context.
Designed RAG, data ingestion, and retrieval pipelines to ground AI responses in internal documents, database schemas
Associate AI Engineer
Ujyalo Ventures
Aug 2024 - Oct 2025 (1 year 2 months)
Built and deployed a production text-to-SQL system for querying internal databases using natural language and generating charts.
Reduced manual reporting workload by 40%, enabling faster operational decision-making across teams.
Implemented prompt engineering, SQL generation logic, schema grounding, and fallback mechanisms to reduce incorrect query
outputs.
Data Science Intern
SangathaAI
Jan 2024 - Jun 2024 (5 months)
Designed and maintained data dictionaries to enforce data governance and consistency across teams. Contributed to an agentic recommendation engine that adapts to users' real-time context and inferred intent.
Education
Degrees, certifications, and relevant coursework
Kathmandu University
Bachelor of Technology, Artificial Intelligence
2021 - 2025
Grade: CGPA 3.8/4
Activities and societies: Awards and activities: Codefest 2024 (winner); Deerhack 2023 (ML Track Winner); KEC Lite (Winner); Microsoft Imagine Cup Asia (Semi-finalist); organized AI workshops and tutored peers.
Bachelor of Technology in Artificial Intelligence with a CGPA of 3.8/4 from Kathmandu University, 2021–2025, focused on machine learning, NLP, and computer vision.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
aagamanbhattarai.com.npPortfolio
aagamanbhattarai.com.npSalary expectations
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