Premjith Lal P
@premjithlalp
AI/ML engineer specializing in RAG, agentic AI, and production-grade LLM systems.
ZimbabweWhat I'm looking for
I am an AI/ML engineer focused on building production-grade LLM systems, Retrieval-Augmented Generation (RAG) solutions, and agentic multi-agent platforms with strong emphasis on hallucination control, safety guardrails, and low-latency deployment. I have built domain-specific AI for healthcare and education, architecting end-to-end pipelines, scalable backends, and multimodal interfaces.
My experience includes designing a biomedical RAG decision-support system with ~95% query accuracy and ~60% reduction in false positives, a grade-aware multimodal learning assistant, and multiple personal projects (PregniGuide, AgenticAIPlatform, MediScan) demonstrating expertise in embeddings, vector stores, confidence scoring, and deployed inference using Groq-hosted and LLaMA models.
Experience
Work history, roles, and key accomplishments
AI/ML Engineer
Biolyt
Jul 2025 - Present (8 months)
Designed and implemented an end-to-end biomedical RAG decision-support system, generating 5,000+ embeddings and achieving ~95% query accuracy while reducing false positives by ~60% through optimized similarity thresholds and hallucination controls.
AI/ML Engineer
AI School
Feb 2025 - Jun 2025 (4 months)
Built a curriculum-aligned multimodal learning assistant (Grades 1–12) using RAG and multimodal models, enforcing grade-aware prompting, safety guardrails, and low-latency tool invocation for text, voice, image, and handwriting inputs.
Business Development Manager
Practo
Mar 2022 - May 2023 (1 year 2 months)
Developed healthcare domain knowledge and client communication skills through direct patient interaction and operational workflow management across Practo and PristynCare.
AI/ML Engineer
Personal Projects
Developed multiple RAG and agentic AI projects including a pregnancy-support chatbot, multi-agent platform, and medical imaging/NLP pipeline emphasizing hallucination control, source attribution, and low-latency inference.
Education
Degrees, certifications, and relevant coursework
ICFAI Business School
Postgraduate Program in Management, Business Administration
2020 - 2022
Postgraduate Program in Management completed with focus on business and management disciplines from 2020 to 2022.
Lingaya's Lalita Devi Institute of Management and Sciences
Bachelor of Business Administration, Business Administration
2016 - 2019
Bachelor of Business Administration degree completed from 2016 to 2019 with foundation in business and management subjects.
Availability
Location
ZimbabweAuthorized to work in
Job categories
Skills
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