Software Engineer with 1+ years in AI/ML & Python Development
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Assessing your cultural and operational fit
AI/ML & Python Developer with 1 year professional experience at Cogent E-Services building production-ready LLM workflows, agentic AI pipelines, and RAG systems. Hands-on with LangChain agent frameworks, multi-agent orchestration, LangGraph, RAG systems and Python-based ML services. Strong practical experience with LLMs (LLaMA, OpenAI), vector search (Chroma/FAISS), Redis-backed systems and end-to-end ML pipelines. Focused on clean, testable code and delivering business-impacting models
Noida Institute of Engineering & Technology
Bachelor of Technology · Computer Science & Engineering (Data Science)
August 1, 2021 – June 30, 2024
Cogent E Services
Software Developer Executive
January 1, 2025 – December 1, 2025
Noida, Uttar Pradesh, India
Voice Analytics
June 24, 2026 – Present
Speech-to-text, speaker diarization, sentiment & intent classification pipeline. Programmed robust RESTful APIs for smooth data communication, significantly reducing response time and improving user satisfaction. Built a fully dynamic role-based access system with real-time performance tracking and dashboards.
View ProjectAI Email Assistant
June 24, 2026 – Present
Email classification & drafting using LLM summarization & intent detection. Automated the email reply generation using LLM-based templates tailored to customer problem. Automated 80% of customer email handling. Reduced manual response effort by support staff by ~50%
Custom Chatbot
June 24, 2026 – Present
Built domain-trained assistant with hybrid search & session memory. Optimized response accuracy by fine-tuning LLMs (like LLaMA 3.2 / GPT models) for organizational vocabulary. Reduced HR query resolution time by ~60%. Improved employee self-service efficiency with automated follow-ups
View ProjectEnhancing Soft Skills and Personality
IIT Kanpur
June 1, 2026 – Present
AIML internship
Oasis infobyte
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, focusing on voice analytics, AI email assistance, and custom chatbots, shows a broad interest in applying AI/ML to different business problems. The experience at Cogent E Services aligns well with the target role of Software Engineer, especially with a focus on LLM solutions. The candidate's skills span across AI/ML, backend development, and some frontend, indicating adaptability. However, the lack of a psychometric test score makes it difficult to fully assess cultural fit aspects like team collaboration and work attitude.
Soft Skills & Operational Fit
The candidate's projects demonstrate a problem-solving mindset and an ability to deliver business-impacting solutions, such as reducing HR query resolution time and automating customer email handling. The 'Enhancing Soft Skills and Personality' certification suggests an awareness and effort towards improving interpersonal skills. However, the psychometric test score is 0, which indicates insufficient data to assess logical reasoning, work attitude, stress handling, and team collaboration. This is a significant gap in evaluating operational fit.