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ECE graduate transitioning into AI systems development. Currently building multi agent AI pipelines
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
ECE graduate transitioning into AI systems development. Currently building multi agent AI pipelines using Python, LangChain, and structured data validation. Documenting every build publicly on GitHub and LinkedIn. Looking for a role where I can keep shipping real systems from day one.
Vidya Academy of Science & Technology, Thalakkotkara
Bachelor of Technology · Electronics and communication
August 1, 2022 – June 30, 2026
Chentrappinni Higher Secondary School
Secondary Education
June 1, 2020 – May 31, 2022
Chentrappinni Higher Secondary School
SSLC
June 1, 2019 – May 31, 2020
a service-based business
Appointment Setter
June 1, 2025 – June 1, 2026
India
Candidate Research Agent
June 24, 2026 – Present
Built an AI agent that researches job candidates by extracting information from their resume, then verifying technical credibility through direct GitHub API integration, and assesses their fit against given job requirements
AI Job Description Generator
June 24, 2026 – Present
Built a two stage AI pipeline that searches live job postings, extracts real hiring patterns, then generates structured job descriptions validated with Pydantic. Implemented twice, once in raw Python and once using LangChain, to understand framework internals at a deep level.
View ProjectAI Recruitment Assistant Chatbot
June 24, 2026 – Present
Built a conversational AI agent with persistent memory using the Groq API. Engineered JSON based session storage and error handling for reliable multi turn conversations. Designed for automating candidate inquiry handling in recruitment workflows.
View ProjectIntegrated Secure IoT Architecture with WSN, Blockchain & Federated Learning for Traffic Applications
June 24, 2026 – Present
Built a traffic monitoring prototype combining hardware sensors with secure software architecture. Implemented object detection, sensor to software communication, and decentralized data handling for real time traffic management.
Cultural Fit Analysis
The candidate's project diversity, including personal AI projects and an academic IoT project, shows a broad interest in technology and a self-driven learning approach. The focus on AI engineering aligns well with the target role. However, the candidate is still pursuing a Bachelor's degree and has limited professional experience, which might impact their immediate cultural integration into a senior engineering team without mentorship.
Soft Skills & Operational Fit
The candidate's experience as an Appointment Setter suggests strong communication and persuasion skills, which could be beneficial in roles requiring client interaction or cross-functional collaboration. The public documentation of projects indicates a proactive and transparent work ethic. However, the lack of professional software development experience means operational fit in a structured engineering environment is unproven.