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Prasad MankarPM
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Prasad Mankar

@pmsnippet

AI/ML Engineer building LLM, RAG & backend systems with Python, FastAPI, LangChain and full-stack development experience.

India
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What I'm looking for

I want to build reliable backend APIs and full-stack features in Agile teams, with room to grow in scalable system design and applied AI/NLP—shipping real-world products that improve outcomes.

I'm an AI/ML Engineer and Software Developer with hands-on experience building AI-powered applications, backend systems, and full-stack products. I specialize in Python, FastAPI, Machine Learning, LLMs, RAG, AI Agents, SQL/PostgreSQL, REST APIs, Java, React, and Git, with a strong focus on developing scalable, production-ready solutions.

Currently, I work as an AI & Software Developer Intern at Northern Lights Analytics, where I contribute to an AI-powered crop insurance platform by developing backend services, integrating AI workflows, and building geotagged incident reporting that helped reduce claim processing time by approximately 40%. I collaborate with cross-functional teams to deliver reliable features and improve user experience.

Previously, as an Android Developer Intern at Asterisc Technocrat, I developed mobile applications including a Blood Donation App, Food Donation App, and Attendance Management System using Java, Firebase, and REST APIs.

Beyond internships, I enjoy building end-to-end AI products. One of my key projects is an AI Voice Agent built with Python, FastAPI, LangChain, LangGraph, PostgreSQL, and LLM APIs, where I implemented RAG pipelines, backend APIs, and real-time AI interactions. I have also published research papers in AI/ML, reflecting my interest in applying machine learning to solve practical problems.

I enjoy working in fast-paced environments, learning new technologies quickly, and taking ownership of products from idea to deployment. My goal is to build intelligent software systems that create meaningful impact through AI and scalable engineering.

Experience

Work history, roles, and key accomplishments

X
Current

LLM Platform Developer

X-25

May 2025 - Present (1 year 3 months)

Developed an autonomous LLM platform with intelligent model routing, Thompson Sampling-based tier selection, quality evaluation, automatic escalation, and real-time analytics dashboards. Built a Prompt Studio module with multi-stage prompt analysis including security scanning, PII detection, intent detection, context analysis, constraint extraction, prompt scoring,

NA

ML Project Lead

Northen Light analytics

Jan 2025 - May 2026 (1 year 4 months)

Designed agentic AI workflows for an LLM-integrated crop insurance platform, mapping tool-calling pipelines and replacing manual steps with AI agents, cutting claim processing time by 40% while serving 50+ active farmers. Led Agile sprint planning as ML project lead, managing data requirements and coordinating cross-functional deliverables.

Education

Degrees, certifications, and relevant coursework

St. Vincent Pallotti College of Engineering and Technology logoST

St. Vincent Pallotti College of Engineering and Technology

Bachelor of Technology (B.Tech), Information Technology

2023 - 2026

Grade: 7.9

Activities and societies: Research and Development Cell Coordinator

Pursuing a B.Tech in Information Technology with a CGPA of 7.77/10 from Sep 2023 to Apr 2026.

GC

Government Polytechnic College

Diploma in Information Technology, Information Technology

2020 - 2023

Grade: 80.26%

Completed a Diploma in Information Technology with 80.26% from Nov 2020 to Jul 2023.

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