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# Mahit Bheema

**Headline:** Professional profile
**Location:** &lt;UNKNOWN&gt;, &lt;UNKNOWN&gt;, &lt;UNKNOWN&gt;

## About

Mahit Bheema is an applied AI/ML practitioner focused on gaining hands\-on experience building reliable, customer\-facing AI systems\. Mahit’s primary programming language is Python, and Mahit has experience developing AI agents that interpret user prompts, orchestrate tool calls, and generate SQL queries for energy\-data workflows\. Mahit is strongest at improving LLM agent reliability through practical tool\-design work, including clearer tool descriptions and keyword\-based tool selection\. In one energy\-data application, Mahit addressed SQL failures by improving how the agent selected and used tools, then validated the changes with live queries\. Mahit also contributed to OATI Genie, a production chatbot used by energy planners, demonstrating experience shipping AI/ML workflows for real customers rather than only prototypes\. Mahit prioritizes hands\-on learning in applied AI/ML work and seeks collaborative teams characterized by high motivation and a strong work ethic\. Mahit brings a practical perspective to AI\-agent development: improve tool behavior, test against live workflows, and build systems that support users’ real operational questions\.

## Highlights

- Built AI\-agent capabilities that orchestrate tool calls and SQL queries from user prompts for energy\-data workflows\.
- Improved LLM agent reliability through better tool descriptions and keyword\-based tool selection\.
- Resolved SQL failures through improved tool design and validated the resulting improvements with live queries\.
- Contributed to OATI Genie, a production chatbot used by energy planners\.
- Shipped AI/ML systems used by real customers\.
- Uses Python as a primary programming language\.

## FAQ

### What does Mahit do?

Mahit Bheema is focused on applied AI/ML work and on gaining hands\-on experience building reliable AI systems for real users\.

### What is Mahit’s primary programming language?

Mahit’s primary programming language is Python\.

### What experience does Mahit have with AI agents?

Mahit has built AI agents that use user prompts to orchestrate tool calling and SQL queries, including for energy\-data workflows\.

### How has Mahit improved LLM agent reliability?

Mahit improved LLM agent reliability by engineering clearer tool descriptions and implementing keyword\-based tool selection\.

### How did Mahit address SQL\-query failures?

Mahit addressed SQL failures by improving tool design and selection, then validated the improvements with live queries\.

### What did Mahit build for energy planners?

Mahit contributed to OATI Genie, a production chatbot used by energy planners\. The work reflects Mahit’s experience shipping AI/ML systems used by real customers\.

### What does Mahit prioritize in career opportunities?

Mahit prioritizes hands\-on learning and applied AI/ML experience\.

### What kind of team does Mahit prefer?

Mahit prefers collaborative teams with high motivation and a strong work ethic\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/mahitbheema

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