.png){kind=logo}
MP
Mahesh Ponnam
Mid-level Data Scientist specializing in credit risk, fraud detection, and ESG analytics
PA, USAData Scientist4 years experienceMid-LevelFinancial ServicesFinTechInvestment Management
ScreenedIdentity Verified
Connect with Mahesh
Mahesh already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
AI/LLM practitioner who has deployed production chatbots across e-commerce, HRMS, and real estate, focusing on retrieval-first workflows for factual tasks like product and property search. Optimized intent understanding and significantly improved latency by using lightweight embeddings and tuning the inference pipeline on Groq (Llama 3.3), while applying modular orchestration and measurable production evaluation.
Experience
Data ScientistNorthern Trust
Data ScientistMphasis
Education
Wilmington Universitymaster, Computer and Information Systems Security (2024)
Vignana Bharathi Institute of Technologybachelor, Computer Science and Engineering (2022)
Key Strengths
- Built and deployed production chatbots for e-commerce and real estate use cases
- Reduced chatbot latency by optimizing an embeddings-based pipeline on Groq
- Designs modular agent/workflow architectures (routing, retrieval, generation, fallbacks)
- Practical evaluation approach using edge-case queries and production metrics (retrieval accuracy, response quality, user success rates)
- Experience structuring repeatable, monitored AI pipelines using Python workflows and Airflow-style DAG patterns
- Effective collaboration with non-technical stakeholders via rapid prototyping and iterative feedback (tone/accuracy)
Discover more candidates like Mahesh
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent