Abhay P.

AI Researcher

Bengaluru, Karnataka, India0 mo experience

AI EnabledAI ML Practitioner

Key Highlights

Proficient in AI and Machine Learning technologies.
Strong experience in full-stack development and API integration.
Demonstrated ability to enhance user experience through innovative solutions.

Stackforce AI infers this person is a skilled AI/ML Engineer with a strong focus on SaaS and EdTech solutions.

Contact

abhaypatilwork@gmail.com LinkedIn

Skills

Core Skills

Machine LearningFlaskReact.js

Other Skills

AI Product DevelopmentCloud DeploymentAPI IntegrationChatbot DevelopmentERP DevelopmentAICloud ComputingAPI DevelopmentEmail AutomationDashboard DevelopmentData VisualizationFrontend DevelopmentBackend DevelopmentAI IntegrationData Annotation

About

Computer Science undergraduate at JSSATE Bengaluru, with a passion for solving real-world problems through Code. Always eager to collaborate with passionate teams and contribute to meaningful products. 📩 Let’s connect if you're hiring, mentoring, or just passionate about building the future through technology.

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Rooman technologies pvt ltd

AI Product Developer

Jan 2026 – Present · 4 mos · Bengaluru, Karnataka, India · On-site

Deployed two 7B parameter (Q4_K_M quantized) LLMs on cloud using llama.cpp
Hosted models on AWS EC2 with secure API access via NGINX reverse proxy + API key authentication
Integrated cloud-hosted LLMs to build an AI Math Doubt Solver
Implemented two-layer guardrails to prevent misuse and restrict non-academic queries
Expanded to multi-subject support with domain-specific guardrails
Enhanced chatbot UI and successfully pushed to production
Product & System Development
Developed Rooman ERP – Email Module
Bulk email workflows
Rich-text formatting for professional communication
Currently building an Enterprise Master Dashboard (Command Centre)
Unified MCP integration across company projects
Chairman-level KPI visibility
Natural language querying & product comparison via chatbot
Conversational AI + interactive dashboards integration

AI Product DevelopmentCloud DeploymentAPI IntegrationChatbot DevelopmentERP DevelopmentMachine Learning+1

Indian institute of science (iisc)

Project Intern

Jul 2025 – Sep 2025 · 2 mos · Bengaluru, Karnataka, India · On-site

During my internship at IISc, I contributed to projects at the intersection of Web Development and Artificial Intelligence, focusing on building end-to-end workflows, frontend systems, and AI-driven content generation pipelines.
Key Contributions & Achievements:
Frontend Development: Built dynamic, role-based interfaces using React, TypeScript, and Streamlit, with dedicated dashboards tailored for multiple user workflows. Designed Figma wireframes to streamline user journeys.
Backend & APIs: Developed RESTful Flask APIs, integrated MongoDB for prototype testing, and implemented workflow automation. Validated endpoints with Postman to ensure robust performance and reliability.
AI & Prompt Engineering: Designed and tested AI agents using LangChain, crafted reusable prompt templates, and extended them into AI-driven image-to-video generation workflows with tools like Google Whisk and Veo3.
Data Annotation & Model Support: Completed ~600 video annotations, improving dataset quality for ML model training.
Collaboration & Optimization: Partnered with the frontend team to debug and enhance functionality, applied exponential backoff strategies to optimize API calls, and contributed to version control and code reviews via Git/GitHub.
Outcome: Strengthened the project’s end-to-end pipeline by bridging frontend usability, backend stability, and AI workflow integration—while sharpening my skills in full-stack development, prompt engineering, and AI-powered content generation.