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Full Stack Engineer with 1+ years in Python, Machine Learning & Web Development
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Computer Science B.Tech graduate specializing in full-stack Python development and machine learning. Developed a BiLSTM-based model for bird species classification, achieving 85% accuracy in identifying rare species. Proficient in Django, ReactJS with hands-on internship experience building scalable web applications at Kompetenzen Technologies.
Vidya Academy of Science and Technology
B.Tech · Computer Science & Engineering
August 1, 2021 – June 30, 2025
Govt HSS, Kilimanoor
Higher Secondary (XII) · Science Stream
N/A – May 31, 2021
Govt HSS Nagaroor Nedumparambu
Secondary Education (X)
N/A – May 31, 2019
Kompetenzen Technologies
Full Stack Python Developer
June 1, 2025 – Present
Thiruvananthapuram, Kerala, India
White Track Technologies
Full Stack Java Developer
May 1, 2024 – May 31, 2024
Thiruvananthapuram, Kerala, India
Bird Species Classification through Audio Analysis
June 28, 2026 – Present
Developed a BiLSTM-based deep learning model using TensorFlow, achieving 85% accuracy in classifying 5 bird species from a 10,000-sample audio dataset. Optimized audio preprocessing with Librosa, reducing processing time by 30% for real-time species identification. Collaborated with a 4-member team to support ornithological research, enabling identification of 5 rare species.
Cultural Fit Analysis
The candidate's academic project demonstrates an interest in applying technical skills to scientific research (ornithology), indicating a potential for diverse problem-solving approaches. The internships in both Python and Java full-stack development suggest adaptability and a willingness to explore different technology stacks. The academic background in Computer Science & Engineering aligns well with a technical role. However, the limited professional experience and project diversity might require further assessment for a senior-level cultural fit.
Soft Skills & Operational Fit
The candidate's project work involved collaboration within a 4-member team, suggesting an ability to work in a team environment. The description of optimizing audio preprocessing indicates a focus on efficiency and performance. The pursuit of full-stack development skills shows a proactive attitude towards learning and professional growth.